(Updated on 2024-04-26)
For completed projects on Berzelius, please read here.
Project title: Modelling of transient protein-protein interactions relevant for human health
Project duration: 2023-05-26 – 2024-06-01
Principal Investigator: Björn Wallner, Linköpings universitet
Project title: A pilot macromolecular 3D structure determination project - Year 11
Project duration: 2023-09-01 – 2024-09-01
Principal Investigator: Martin Moche, Linköpings universitet
Project title: 3D Helical Reconstruction of Amyloid Fibrils formed by the human Islet Amyloid Polypeptide and its mutants
Project duration: 2023-10-03 – 2024-05-01
Principal Investigator: Michal Maj, Uppsala universitet
Project title: cryoEM processing of Ion channels
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Carsten Mim, Kungliga Tekniska högskolan
Project title: Berzelius Access for Training Activities
Project duration: 2023-10-05 – 2024-05-01
Principal Investigator: Xuan Gu, Linköpings universitet
Project title: The genetics of ancient pathogens
Project duration: 2023-10-06 – 2024-05-01
Principal Investigator: Mario Vicente, Stockholms universitet
Project title: Deep Learning Based Road Geometry Estimation
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Adam Lilja, Chalmers tekniska högskola
Project title: Human mitoribosome assembly and mitochondrial translation
Project duration: 2023-10-09 – 2024-05-01
Principal Investigator: Vivek Singh, Karolinska Institutet
Project title: SSL-TTS
Project duration: 2023-10-10 – 2024-05-01
Principal Investigator: Éva Székely, Kungliga Tekniska högskolan
Project title: Sampling Protein Sequences and Structures
Project duration: 2023-10-12 – 2024-05-01
Principal Investigator: Benjamin Murrell, Karolinska Institutet
Project title: Breast Tomothsynthesis Diagnosis, Generation and Reconstrcution
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Zhikai Yang, Kungliga Tekniska högskolan
Project title: Multi-Task Multi-Modal Meta learning
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Marcus Liwicki, Luleå tekniska universitet
Project title: Improving and Applying Domain Generalization approaches for High Content Imaging Data
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Johan Fredin Haslum, Kungliga Tekniska högskolan
Project title: Transfer learning of deep learning vision models
Project duration: 2023-10-18 – 2024-05-01
Principal Investigator: Mohammad Moein Sorkhei, Kungliga Tekniska högskolan
Project title: Structure-Function studies of Photosystem II
Project duration: 2023-10-23 – 2024-05-01
Principal Investigator: Johannes Messinger, Uppsala universitet
Project title: Deep learning for prostate cancer
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Eduard Chelebian Kocharyan, Uppsala universitet
Project title: Analysis of cryo electron microscopy data with artificial intelligence
Project duration: 2023-10-26 – 2024-05-01
Principal Investigator: Lukas Grunewald, Uppsala universitet
Project title: Conformational sampling and docking with AlphaFold
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Björn Wallner, Linköpings universitet
Project title: Human Protein Atlas - Protein structure prediction using AlphaFold v2
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Kalle von Feilitzen, Kungliga Tekniska högskolan
Project title: Scaling laws under different task complexities
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Kevin Smith, Kungliga Tekniska högskolan
Project title: Adaptive large-scale optimization of bosonic quantum information processing
Project duration: 2023-10-27 – 2024-05-01
Principal Investigator: Patric Holmvall, Chalmers tekniska högskola
Project title: AlphaFold2 prediction of the virus-host interactome
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Vasili Hauryliuk, Lunds universitet
Project title: Deep Learning Approaches for Learning Inverse Mappings
Project duration: 2023-10-30 – 2024-05-01
Principal Investigator: Prashant Singh, Uppsala universitet
Project title: Training Equivariant Neural Network Interatomic Potentials to Model Phase Transformations in Complex Crystals
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Johan Klarbring, Linköpings universitet
Project title: Stability-Informed Neural ODEs
Project duration: 2023-10-31 – 2024-05-01
Principal Investigator: Erik Frisk, Linköpings universitet
Project title: LLMs Assisted Neurological Disease Diagnosis
Project duration: 2023-11-01 – 2024-05-01
Principal Investigator: Xuejiao Zhao, Kungliga Tekniska högskolan
Project title: Accelerating immunoglobulin gene annotations
Project duration: 2023-11-04 – 2024-05-01
Principal Investigator: Benjamin Murrell, Karolinska Institutet
Project title: Outdoor sparse sensing and superresolution of acoustic fields
Project duration: 2023-11-04 – 2024-06-01
Principal Investigator: Elias Zea, Kungliga Tekniska högskolan
Project title: DiffusionShield: A study of adversarial sample to protect unauthorized concept addition to stable diffusion model
Project duration: 2023-11-04 – 2024-06-01
Principal Investigator: Le Minh Ha, Linköpings universitet
Project title: Explainable machine learning methods for data-driven risk management
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Marcus Häggbom, Kungliga Tekniska högskolan
Project title: Grounded Language Learning for planning and acting
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Martin Funkquist, Linköpings universitet
Project title: WASP-TAD-DL3
Project duration: 2023-11-04 – 2024-06-01
Principal Investigator: Anindya Sundar Das, Umeå universitet
Project title: Operator-friendly machine vision tool for scrap identification
Project duration: 2023-11-04 – 2024-06-01
Principal Investigator: Sudhanshu Kuthe, Kungliga Tekniska högskolan
Project title: PRESTO: Predictive Service Quality Management for Transport Services
Project duration: 2023-11-04 – 2024-06-01
Principal Investigator: Oscar Stenhammar, Kungliga Tekniska högskolan
Project title: PReSTO-Cryo-EM study of membrane protein
Project duration: 2023-11-07 – 2024-06-01
Principal Investigator: Linda Juniar, Göteborgs universitet
Project title: Image Denoising with Stochastic Differential Equations
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Ziwei Luo, Uppsala universitet
Project title: WASP-FL-DL
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Sourasekhar Banerjee, Umeå universitet
Project title: NBA Multimodal Video Analysis
Project duration: 2023-11-20 – 2024-06-01
Principal Investigator: Karol Wojtulewicz, Linköpings universitet
Project title: Cryo-EM studies of antibiotic resistance and RNA modification in bacterial ribosomes
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Maria Selmer, Uppsala universitet
Project title: HASTE: Hierarchical Analysis of Spatial and Temporal Data
Project duration: 2023-11-14 – 2024-06-01
Principal Investigator: Carolina Wählby, Uppsala universitet
Project title: Object Picking and Constrained Placement by Visual Reasoning
Project duration: 2023-11-15 – 2024-06-01
Principal Investigator: Yufei Zhu, Örebro universitet
Project title: iHorse+: improving air quality and Health risk forecasts by data-driven modelling
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Xiaoliang Ma, Kungliga Tekniska högskolan
Project title: Chain-of-Refinement: Enhancing Zero-shot/few-shot Knowledge Graph Creation with Chain of Refinement Prompting
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Amirhossein Layegh Kheirabadi, Kungliga Tekniska högskolan
Project title: Structural investigations of glycosaminoglycan biosynthetic enzymes
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Emil Tykesson, Lunds universitet
Project title: Modifying and retraining AlphaFold2 to integrate experimental information
Project duration: 2023-11-28 – 2024-06-01
Principal Investigator: Claudio Mirabello, Linköpings universitet
Project title: Artificial Intelligence for Prostate Cancer Diagnosis and Prognostication
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Martin Eklund, Karolinska Institutet
Project title: Learning General Policies for Planning using GNNs and Transformers
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Markus Fritzsche, Linköpings universitet
Project title: Folding of proteins in neurodegenerative diseases
Project duration: 2023-11-28 – 2024-06-01
Principal Investigator: Greta Hultqvist, Uppsala universitet
Project title: Optimized End-to-end learning for protein docking
Project duration: 2023-12-01 – 2024-06-01
Principal Investigator: Arne Elofsson, Stockholms universitet
Project title: High throughout prediction of toxin-antitoxin protein interfaces with AlphaFold2
Project duration: 2023-12-02 – 2024-07-01
Principal Investigator: Gemma Atkinson, Lunds universitet
Project title: Robust machine learning for multimodal multitask learning
Project duration: 2023-12-02 – 2024-07-01
Principal Investigator: Xuan-Son Vu, Umeå universitet
Project title: Horse Shape and Pose Capture
Project duration: 2023-12-03 – 2024-07-01
Principal Investigator: Hedvig Kjellström, Kungliga Tekniska högskolan
Project title: Predicting chemotherapy sensitivity using graph neural networks based on deep mutational scanning
Project duration: 2023-12-12 – 2024-07-01
Principal Investigator: Antoine Honoré, Kungliga Tekniska högskolan
Project title: ML-Down
Project duration: 2024-01-01 – 2024-07-01
Principal Investigator: Kristofer Krus, SMHI
Project title: DAIDESS
Project duration: 2023-12-14 – 2024-07-01
Principal Investigator: Mikael Nilsson, Lunds universitet
Project title: Deep learning for protein research
Project duration: 2023-12-14 – 2024-07-01
Principal Investigator: Ingemar André, Lunds universitet
Project title: Structural analysis of Photosystem II by cryo-EM
Project duration: 2023-12-14 – 2024-07-01
Principal Investigator: Wolfgang Schröder, Umeå universitet
Project title: PReSTO Cryo-EM structural determination of GPCR dimer
Project duration: 2023-12-14 – 2024-07-01
Principal Investigator: Petra Båth, Göteborgs universitet
Project title: Synthesis of pediatric brain tumor images with mass effect
Project duration: 2023-12-15 – 2024-07-01
Principal Investigator: Rodrigo Moreno, Kungliga Tekniska högskolan
Project title: Deep learning for simultaneous localization and mapping
Project duration: 2023-12-15 – 2024-07-01
Principal Investigator: Magnus Oskarsson, Lunds universitet
Project title: Integrating Human Feedback and LLMs in Reward Design for Autonomous Driving
Project duration: 2023-12-20 – 2024-07-01
Principal Investigator: Amy Loutfi, Örebro universitet
Project title: Perception for Autonomous Vehicles
Project duration: 2024-01-01 – 2024-07-01
Principal Investigator: John Folkesson, Kungliga Tekniska högskolan
Project title: LLMs Assisted Neurological Disease Diagnosis - Continuation
Project duration: 2023-12-29 – 2024-07-01
Principal Investigator: Danica Kragic Jensfelt, Kungliga Tekniska högskolan
Project title: Diffusion Based Generative Models for Causal Representation Learning
Project duration: 2023-12-29 – 2024-07-01
Principal Investigator: Stefan Bauer, Kungliga Tekniska högskolan
Project title: Efficient studies of large-scale topological and unconventional superconductors
Project duration: 2024-01-01 – 2024-07-01
Principal Investigator: Annica Black-Schaffer, Uppsala universitet
Project title: Improvement of DPG gradient on environments with discrete actions
Project duration: 2023-12-29 – 2024-05-01
Principal Investigator: Amy Loutfi, Örebro universitet
Project title: Machine Learning for Computer Vision
Project duration: 2024-01-01 – 2024-07-01
Principal Investigator: Michael Felsberg, Linköpings universitet
Project title: Advanced 3D Perception for Environment Understanding and Representation
Project duration: 2024-01-01 – 2024-07-01
Principal Investigator: Patric Jensfelt, Kungliga Tekniska högskolan
Project title: Deciphering the initial conditions and formation history of cosmic structure with deep learning
Project duration: 2024-01-03 – 2024-08-01
Principal Investigator: Ludvig Doeser, Stockholms universitet
Project title: Perception for Autonomous Driving Systems
Project duration: 2024-01-03 – 2024-08-01
Principal Investigator: Georg Hess, Chalmers tekniska högskola
Project title: Storage for PReSTO pilot NAISS 2023-22-811
Project duration: 2024-01-03 – 2025-02-01
Principal Investigator: Martin Moche, Karolinska Institutet
Project title: CryoEM structures of P-type ATPases in lipid nanodiscs
Project duration: 2024-01-05 – 2024-08-01
Principal Investigator: Magnus Andersson, Umeå universitet
Project title: FASTER-ΑΙ: Fully Autonomous Safety- and Time-critical Embedded Realization of Artificial Intelligence
Project duration: 2024-02-01 – 2024-08-01
Principal Investigator: Masoud Daneshtalab, Mälardalens universitet
Project title: Reducing Bias and Stereotypes in the Output of Large Language Models
Project duration: 2024-01-10 – 2024-08-01
Principal Investigator: Shirin Tahmasebinotarki, Kungliga Tekniska högskolan
Project title: Deep integrative omic auto-encoder analysis
Project duration: 2024-01-16 – 2024-08-01
Principal Investigator: Mika Gustafsson, Linköpings universitet
Project title: Complex Networks, WASP PhD project
Project duration: 2024-01-17 – 2024-08-01
Principal Investigator: Yifei Jin, Kungliga Tekniska högskolan
Project title: Vehicle Behavior Prediction Using Deep Learning
Project duration: 2024-01-17 – 2024-05-01
Principal Investigator: Erik Frisk, Linköpings universitet
Project title: Social Complexity and Fairness in Synthetic Medical Data
Project duration: 2024-01-17 – 2024-08-01
Principal Investigator: Saghi Hajisharif, Linköpings universitet
Project title: Evaluating Computation-intensive Large Language Model(LLM) and Data Mining Algorithms on Online Media Datasets.
Project duration: 2024-01-17 – 2024-08-01
Principal Investigator: Tianyi Zhou, Kungliga Tekniska högskolan
Project title: DETEX
Project duration: 2024-01-17 – 2024-08-01
Principal Investigator: Ramon Fuentes Franco, SMHI
Project title: MCMC for Stellar Magnetic Field Reconstruction
Project duration: 2024-02-01 – 2024-08-01
Principal Investigator: Jennifer Andersson, Uppsala universitet
Project title: AlphaFold predictions of proteins involved in CO2 fixation
Project duration: 2024-01-22 – 2024-08-01
Principal Investigator: Guillaume Gaullier, Uppsala universitet
Project title: Maximum Entropy Diffusion Policies for Offline Reinforcement Learning
Project duration: 2024-01-22 – 2024-08-01
Principal Investigator: Per Mattsson, Uppsala universitet
Project title: Massively parallel computations for piecewise invariants
Project duration: 2024-01-22 – 2024-08-01
Principal Investigator: Björn Wehlin, Kungliga Tekniska högskolan
Project title: AI-driven analysis of multiplex immunofluorescence microscopy for predictive and prognostic biomarker research in non-small cell lung cancer.
Project duration: 2024-01-30 – 2024-08-01
Principal Investigator: Patrick Micke, Uppsala universitet
Project title: Cryo-EM of transmembrane eukaryotic transporter
Project duration: 2024-01-24 – 2024-08-01
Principal Investigator: Damasus Okeke, Göteborgs universitet
Project title: High-dimensional entropy estimation with applications to deep learning
Project duration: 2024-02-01 – 2024-08-01
Principal Investigator: Viktor Nilsson, Kungliga Tekniska högskolan
Project title: Understanding Chain-of-Thought reasoning in Open Source Large Language Models
Project duration: 2024-01-24 – 2024-08-01
Principal Investigator: Amir Hossein Akhavan Rahnama, Kungliga Tekniska högskolan
Project title: NERF2-localzation
Project duration: 2024-01-26 – 2024-06-01
Principal Investigator: Iliar Rabet, Mälardalens universitet
Project title: Machine learning models for materials
Project duration: 2024-01-29 – 2024-08-01
Principal Investigator: Paul Erhart, Chalmers tekniska högskola
Project title: Sim to Real: Automatic manufacturing quality inspection based on computer vision
Project duration: 2024-01-30 – 2024-08-01
Principal Investigator: Atsuto Maki, Kungliga Tekniska högskolan
Project title: Protein structure prediction and AI in virtual screening
Project duration: 2024-01-30 – 2024-08-01
Principal Investigator: Jens Carlsson, Uppsala universitet
Project title: Optimization Theory and Methods for Machine Learning with Applications in Neural Network Training
Project duration: 2024-01-30 – 2024-08-01
Principal Investigator: Alp Yurtsever, Umeå universitet
Project title: Helicase HMM modelling of DNA Nanopore data
Project duration: 2024-01-30 – 2024-06-01
Principal Investigator: Joakim Jaldén, Kungliga Tekniska högskolan
Project title: Foundation Models for Data-driven Human Cell Simulation
Project duration: 2024-01-30 – 2024-08-01
Principal Investigator: Wei Ouyang, Kungliga Tekniska högskolan
Project title: A foundation model for mass spectra of peptides
Project duration: 2024-01-30 – 2024-08-01
Principal Investigator: Lukas Käll, Kungliga Tekniska högskolan
Project title: WASP-NEST Cloud Robotics
Project duration: 2024-02-01 – 2024-08-01
Principal Investigator: Obaidullah Zaland, Umeå universitet
Project title: Sub-cellular Protein Localization in Human Protein Atlas
Project duration: 2024-01-30 – 2024-08-01
Principal Investigator: Emma Lundberg, Kungliga Tekniska högskolan
Project title: Towards Detailed Visual Understanding via Large-scale Vision-Language Models
Project duration: 2024-02-02 – 2024-09-01
Principal Investigator: Fahad Khan, Linköpings universitet
Project title: Self-supervised learning for multimodal perception systems
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Carl Lindström, Chalmers tekniska högskola
Project title: Building a Large Language Model Based Penetration Tester
Project duration: 2024-02-02 – 2024-09-01
Principal Investigator: Syafiq Al Atiiq, Lunds universitet
Project title: Basecalling and methylation analysis of nanopore data
Project duration: 2024-02-02 – 2024-09-01
Principal Investigator: Ola Wallerman, Uppsala universitet
Project title: Flexibility analysis on the cryo-EM data of a small protein
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Szabolcs Bódizs, Uppsala universitet
Project title: Machine-learning-aided side-channel analysis in post-quantum cryptography
Project duration: 2024-02-12 – 2024-09-01
Principal Investigator: Qian Guo, Lunds universitet
Project title: Geometric Deep Learning for Computer Vision
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Georg Bökman, Chalmers tekniska högskola
Project title: Out-of-Distribution(OoD) Detection with Deep Generative Models(DGMs)
Project duration: 2024-02-12 – 2024-09-01
Principal Investigator: Yifan Ding, Linköpings universitet
Project title: Datasets for Autonomous Driving
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Lennart Svensson, Chalmers tekniska högskola
Project title: Diffusion models for supervised learning
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Zheng Zhao, Uppsala universitet
Project title: Deep-learning data processing for photon-counting CT
Project duration: 2024-02-13 – 2024-09-01
Principal Investigator: Mats Persson, Kungliga Tekniska högskolan
Project title: Learning design principles for photoinduced molecular processes from ML-enhanced quantum dynamics simulations
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Nanna Holmgaard List, Kungliga Tekniska högskolan
Project title: Digital Humanities Research
Project duration: 2024-02-14 – 2024-09-01
Principal Investigator: Anders Hast, Uppsala universitet
Project title: Novel AI Methods for Experimentally Constrained Protein Structure Prediction
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Gabriel Ducrocq, Linköpings universitet
Project title: Structural characterization of the leukotriene biosynthetic cascade
Project duration: 2024-02-14 – 2024-09-01
Principal Investigator: Jesper Haeggstrom, Karolinska Institutet
Project title: ML Workloads Allocation for CloudRobotics WASP-NEST
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Florian Pokorny, Kungliga Tekniska högskolan
Project title: Deep Learning for Image-based Localization and Mapping
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Viktor Larsson, Lunds universitet
Project title: WASP- Private Model selection for Federated Learning
Project duration: 2024-02-15 – 2024-09-01
Principal Investigator: Ayush Kumar Varshney, Umeå universitet
Project title: Structural Studies of Human Transporters Using Cryo-Electron Microscopy
Project duration: 2024-02-25 – 2024-09-01
Principal Investigator: Linda Johansson, Göteborgs universitet
Project title: Training large language models with single-cell genomics to learn regulatory grammar
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Rickard Sandberg, Karolinska Institutet
Project title: Deep Learning for Adaptive Continuous Care to Common Mental Health Disorders
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Fabian Schmidt, Kungliga Tekniska högskolan
Project title: Deep MultiModal Learning for Automotive Applications
Project duration: 2024-02-25 – 2024-09-01
Principal Investigator: Selpi Selpi, Chalmers tekniska högskola
Project title: Tuning large language models to generate diverse and non-flaky software test-cases
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Kristian Sandahl, Linköpings universitet
Project title: Screening Extreme Conditions Materials Properties Through Coordinate Free Representations
Project duration: 2024-02-25 – 2024-09-01
Principal Investigator: Florian Trybel, Linköpings universitet
Project title: Multimodal Graph Generative models for the Biomedical domain
Project duration: 2024-03-15 – 2024-10-01
Principal Investigator: Michail Vazirgiannis, Kungliga Tekniska högskolan
Project title: Investigate the Relation between Robustness and Privacy
Project duration: 2024-02-25 – 2024-09-01
Principal Investigator: Kamran Hosseini, Linköpings universitet
Project title: Machine learning-driven material discovery, from algorithm to novel material.
Project duration: 2024-02-26 – 2024-09-01
Principal Investigator: QiChen Xu, Kungliga Tekniska högskolan
Project title: Structure determination of transmembrane protein complexes
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Linda Johansson, Göteborgs universitet
Project title: Numerical methods for optimization problems arising in ML
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Måns Williamson, Lunds universitet
Project title: User workshop for cryo-EM data processing on Berzelius.
Project duration: 2024-02-27 – 2024-09-01
Principal Investigator: Tim Schulte, Stockholms universitet
Project title: Deep Learning for 3D Computer Vision using Geometric Information and Generative Models
Project duration: 2024-02-27 – 2024-09-01
Principal Investigator: Fredrik Kahl, Chalmers tekniska högskola
Project title: Cryo-EM structure determination of SLC transporters in human health and disease
Project duration: 2024-02-27 – 2024-09-01
Principal Investigator: Ayaan Ali, Göteborgs universitet
Project title: Design of peptide binders towards human cancer surface receptors
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Patrick Bryant, Stockholms universitet
Project title: Document Analysis
Project duration: 2024-02-27 – 2024-09-01
Principal Investigator: Elisa Hope Barney Smith, Luleå tekniska universitet
Project title: Large-Scale Spatio-Temporal Reasoning and Learning
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Fredrik Heintz, Linköpings universitet
Project title: Privacy Preserving Machine Learning Techniques
Project duration: 2024-02-27 – 2024-09-01
Principal Investigator: Saloni Kwatra, Umeå universitet
Project title: Self-supervised learning-Robust Foundation Models against Robustness and Corruptions
Project duration: 2024-02-28 – 2024-09-01
Principal Investigator: Rajkumar Saini, Luleå tekniska universitet
Project title: DiffusionAttack: A study of adversarial editing to stable diffusion model
Project duration: 2024-02-28 – 2024-09-01
Principal Investigator: Minxing Liu, Linköpings universitet
Project title: Deep Learning for Autonomous Driving
Project duration: 2024-03-01 – 2024-09-01
Principal Investigator: Lars Hammarstrand, Chalmers tekniska högskola
Project title: Robust Computer Vision
Project duration: 2024-03-04 – 2024-10-01
Principal Investigator: Simon Kristoffersson Lind, Lunds universitet
Project title: A Cognitive Serverless Framework for the Cloud-Edge Continuum
Project duration: 2024-03-04 – 2024-10-01
Principal Investigator: Zhou Zhou, Umeå universitet
Project title: Deep Learning for Image-based Localization and Mapping
Project duration: 2024-03-07 – 2024-10-01
Principal Investigator: Viktor Larsson, Lunds universitet
Project title: DEEPMECH: Deep-learning methods to tackle outstanding problems in engineering mechanics
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Ricardo Vinuesa, Kungliga Tekniska högskolan
Project title: Management Beyond the Edge
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Eunil Seo, Umeå universitet
Project title: Evaluation of large-scale Multilingual Generative Language Models
Project duration: 2024-03-08 – 2024-10-01
Principal Investigator: Magnus Boman, Kungliga Tekniska högskolan
Project title: Variational after projection calculations on GPU for exotic nuclei and nucleosynthesis
Project duration: 2024-03-12 – 2024-10-01
Principal Investigator: Chong Qi, Kungliga Tekniska högskolan
Project title: Privacy Preserving Federated Learning
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Sargam Gupta, Umeå universitet
Project title: Deep learning analysis of anatomical brain connectivity in Alzheimer's disease and Ageing
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Blanca Zufiria, Karolinska Institutet
Project title: DEEPSEP - Deep reinforcement learning for active flow control in turbulent boundary layers
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Ricardo Vinuesa, Kungliga Tekniska högskolan
Project title: federated frank-wolfe
Project duration: 2024-03-15 – 2024-10-01
Principal Investigator: Ali Dadras, Umeå universitet
Project title: FedMem - Predict event memorability from life-logger data
Project duration: 2024-03-15 – 2024-10-01
Principal Investigator: Monowar Bhuyan, Umeå universitet
Project title: Large Scale Music AI
Project duration: 2024-03-15 – 2024-10-01
Principal Investigator: Nicolas Jonason, Kungliga Tekniska högskolan
Project title: Side-Channel Analysis using Deep Learning for Post-Quantum and Symmetric Key Cryptography
Project duration: 2024-03-18 – 2024-10-01
Principal Investigator: Mustafa Khairallah, Lunds universitet
Project title: Offline2Online Reinforcement Learning
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Ruoqi Zhang, Uppsala universitet
Project title: HUDI: Huge Complex Diagnostic Imaging Data
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Jonas Lantz, Linköpings universitet
Project title: MultiPRESS: Deep learning for super-resolution 4D Flow MRI
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: David Marlevi, Karolinska Institutet
Project title: Deep learning based species classification of bacteria using time-lapse of growth in microfluidic chip imaged by phase contrast microscopy
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Anders Hast, Uppsala universitet
Project title: Deep learning models for modelling genetic variation
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Carl Nettelblad, Uppsala universitet
Project title: Mesoscopic unconventional superconductivity
Project duration: 2024-03-20 – 2025-04-01
Principal Investigator: Patric Holmvall, Uppsala universitet
Project title: efficient-mixture-project
Project duration: 2024-03-20 – 2024-05-01
Principal Investigator: Alexandra Hotti, Kungliga Tekniska högskolan
Project title: Vision-language foundation models for robotic manipultion
Project duration: 2024-03-20 – 2024-10-01
Principal Investigator: Sichao Liu, Kungliga Tekniska högskolan
Project title: Deep Posterior Mean Opinion Score for Speech
Project duration: 2024-03-25 – 2024-10-01
Principal Investigator: Saikat Chatterjee, Kungliga Tekniska högskolan
Project title: ProbabilisticArithmetics
Project duration: 2024-03-21 – 2024-10-01
Principal Investigator: Pedro Zuidberg Dos Martires, Örebro universitet
Project title: Adaptive and reconstructive computer vision models
Project duration: 2024-03-21 – 2024-10-01
Principal Investigator: Hedvig Kjellström, Kungliga Tekniska högskolan
Project title: Spatial analysis of tumor images
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Anna Sandström Gerdtsson, Lunds universitet
Project title: Computational Experiments for Generative AI Based Automatic Program Repair
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: He Ye, Kungliga Tekniska högskolan
Project title: A transferable implicit transfer operator model
Project duration: 2024-03-27 – 2024-10-01
Principal Investigator: Simon Olsson, Chalmers tekniska högskola
Project title: Security using AI and Looking at LLM
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Ahmed Ali-Eldin Hassan, Chalmers tekniska högskola
Project title: DL4NLP: Deep Learning for Natural Language Processing
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Marco Kuhlmann, Linköpings universitet
Project title: Graph-based, spatial, temporal, and generative machine learning
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Fredrik Lindsten, Linköpings universitet
Project title: Processing of cryo-EM data II
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Karin Lindkvist, Lunds universitet
Project title: Training and Understanding Modern Deep Networks
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Hossein Azizpour, Kungliga Tekniska högskolan
Project title: Deep Learning for the Physical World
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Mårten Björkman, Kungliga Tekniska högskolan
Project title: Towards a Fully Autonomous Pentester
Project duration: 2024-03-28 – 2024-10-01
Principal Investigator: Christian Gehrmann, Lunds universitet
Project title: Self-supervised Transformer-based Representation Learning for Autonomous Vehicle Vision
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Fredrik Lindsten, Linköpings universitet
Project title: Beyond backpropagation
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Rasmus Kjær Høier, Chalmers tekniska högskola
Project title: Low-dimensional representation learning for temporal data
Project duration: 2024-03-28 – 2024-10-01
Principal Investigator: Daniel Gedon, Uppsala universitet
Project title: AI-assisted plankton monitoring_III
Project duration: 2024-04-01 – 2024-10-01
Principal Investigator: Anders Andersson, Kungliga Tekniska högskolan
Project title: Enabling Document Image Generation with Diffusion Models
Project duration: 2024-03-28 – 2024-10-01
Principal Investigator: Hamam Mokayed, Luleå tekniska universitet
Project title: FunCoup
Project duration: 2024-03-28 – 2024-10-01
Principal Investigator: Erik Sonnhammer, Stockholms universitet
Project title: Large language model for 6G mobile
Project duration: 2024-04-02 – 2024-11-01
Principal Investigator: Ming Xiao, Kungliga Tekniska högskolan
Project title: Adversarial Robust Machine Learning
Project duration: 2024-04-02 – 2024-11-01
Principal Investigator: Jia Fu, Kungliga Tekniska högskolan
Project title: Berzelius Common Datasets
Project duration: 2024-04-05 – 2024-11-01
Principal Investigator: Xuan Gu, Linköpings universitet
Project title: Cryogenic electron microscopy of amyloid-beta oligomers
Project duration: 2024-04-15 – 2024-11-01
Principal Investigator: Andreas Barth, Stockholms universitet
Project title: de Novo Drug Design Using Reinforcement Learning
Project duration: 2024-04-09 – 2024-11-01
Principal Investigator: Hampus Gummesson Svensson, Chalmers tekniska högskola
Project title: Deep Learning Based Road Geometry Estimation
Project duration: 2024-05-01 – 2024-11-01
Principal Investigator: Adam Lilja, Chalmers tekniska högskola
Project title: Breast Tomothsynthesis Diagnosis, Generation and Reconstrcution
Project duration: 2024-05-01 – 2024-11-01
Principal Investigator: Zhikai Yang, Kungliga Tekniska högskolan
Project title: Using Machine Learning and Artificial Intelligent to Understand the Control of Fixational Eye Movements in Health and Disease
Project duration: 2024-04-11 – 2024-11-01
Principal Investigator: Yiting Wang, Karolinska Institutet
Project title: Black-box optimization for efficient Molecular design
Project duration: 2024-04-11 – 2024-11-01
Principal Investigator: Carl Hvarfner, Lunds universitet
Project title: Nutrient Regulated Control of Gene Expression
Project duration: 2024-05-01 – 2024-11-01
Principal Investigator: Per Ljungdahl, Stockholms universitet
Project title: Transormers-based Indolent Lymphoma Classification
Project duration: 2024-04-17 – 2024-11-01
Principal Investigator: Simone Bendazzoli, Kungliga Tekniska högskolan
Project title: Rotational Equivariance for Reinforcement Learning in Tractography
Project duration: 2024-04-17 – 2024-11-01
Principal Investigator: Fabian Sinzinger, Kungliga Tekniska högskolan
Project title: Feature Representation Learning for Trajectory Clustering and Motion Estimation
Project duration: 2024-04-22 – 2024-11-01
Principal Investigator: Yaroslava Lochman, Chalmers tekniska högskola
Project title: Deep image-based Adaptive Reflectance Sampling
Project duration: 2024-04-22 – 2024-11-01
Principal Investigator: Wen Cao, Linköpings universitet
Project title: Predicting glucose from peripheral nerve signals
Project duration: 2024-04-23 – 2024-11-01
Principal Investigator: Henrik Hult, Kungliga Tekniska högskolan
Project title: Predicting chemotherapy sensitivity using graph neural networks based on deep mutational scanning
Project duration: 2024-04-23 – 2024-11-01
Principal Investigator: Ming Xiao, Kungliga Tekniska högskolan
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