Research Projects on Berzelius

(Updated on 2024-11-11)

Project Statistics

Current Research Projects on Berzelius

• Project title: Long-horizon imitation learning for robotic manipulation
  Project duration: 2024-05-02 – 2024-12-01
  Principal Investigator: Yufei Duan, Kungliga Tekniska högskolan

• Project title: Grounded Language Learning for planning and acting
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Martin Funkquist, Linköpings universitet

• Project title: Training Equivariant Neural Network Interatomic Potentials to Model Phase Transformations in Complex Materials
  Project duration: 2024-05-03 – 2024-12-01
  Principal Investigator: Johan Klarbring, Linköpings universitet

• Project title: PRESTO: Predictive Service Quality Management for Transport Services
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Oscar Stenhammar, Kungliga Tekniska högskolan

• Project title: Learning General Policies for Planning using GNNs and Transformers
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Markus Fritzsche, Linköpings universitet

• Project title: Image Denoising with Stochastic Differential Equations
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Ziwei Luo, Uppsala universitet

• Project title: Modelling pathogenic mutants and protein-protein interactions of the Kv7 ion channels
  Project duration: 2024-05-03 – 2024-12-01
  Principal Investigator: Sara Liin, Linköpings universitet

• Project title: Integrating Human Feedback and LLMs in Reward Design for Autonomous Driving
  Project duration: 2024-05-11 – 2024-12-01
  Principal Investigator: Amy Loutfi, Örebro universitet

• Project title: Structure-Function studies of Photosystem II
  Project duration: 2024-05-14 – 2024-12-01
  Principal Investigator: Johannes Messinger, Uppsala universitet

• Project title: Improving SOTA for Swedish LLMs through human preference training data
  Project duration: 2024-05-14 – 2024-12-01
  Principal Investigator: Birger Moell, Kungliga Tekniska högskolan

• Project title: Structural investigations of glycan biosynthetic enzymes and blood proteins
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Emil Tykesson, Lunds universitet

• Project title: Sampling Protein Sequences and Structures
  Project duration: 2024-05-14 – 2024-12-01
  Principal Investigator: Benjamin Murrell, Karolinska Institutet

• Project title: Analysis of cryo electron microscopy data with artificial intelligence
  Project duration: 2024-05-14 – 2024-12-01
  Principal Investigator: Lukas Grunewald, Uppsala universitet

• Project title: semi-lines
  Project duration: 2024-05-15 – 2024-12-01
  Principal Investigator: Johanna Engman, Lunds universitet

• Project title: Artificial Intelligence for Prostate Cancer Diagnosis and Prognostication
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Martin Eklund, Karolinska Institutet

• Project title: Neuroimage analysis for Alzheimer's disease using deep learning
  Project duration: 2024-05-14 – 2024-12-01
  Principal Investigator: Hang Zhao, Göteborgs universitet

• Project title: Generative deep learning for data-centric machine learning
  Project duration: 2024-05-16 – 2024-12-01
  Principal Investigator: Gabriel Eilertsen, Linköpings universitet

• Project title: Integrative Analysis of Quantitative Trait Loci
  Project duration: 2024-05-17 – 2024-12-01
  Principal Investigator: Wen Zhong, Linköpings universitet

• Project title: Cryo-EM study of GPCR related to Cancer
  Project duration: 2024-05-21 – 2024-12-01
  Principal Investigator: Simon Lind, Göteborgs universitet

• Project title: Machine learning assisted quantum computing
  Project duration: 2024-05-29 – 2024-12-01
  Principal Investigator: Mats Granath, Göteborgs universitet

• Project title: Cryo-EM studies of antibiotic resistance and RNA modification in bacterial ribosomes
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Maria Selmer, Uppsala universitet

• Project title: Adaptive large-scale optimization of bosonic quantum information processing
  Project duration: 2024-05-30 – 2024-12-01
  Principal Investigator: Patric Holmvall, Chalmers tekniska högskola

• Project title: Property transfer to protein sequences with self-supervised learning
  Project duration: 2024-05-30 – 2024-12-01
  Principal Investigator: Aleksej Zelezniak, Chalmers tekniska högskola

• Project title: Explainable machine learning methods for data-driven risk management
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Marcus Häggbom, Kungliga Tekniska högskolan

• Project title: DiffusionShield: A study of adversarial sample to protect unauthorized concept addition to stable diffusion model
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Niklas Carlsson, Linköpings universitet

• Project title: Machine learning for protein structure prediction
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Arne Elofsson, Stockholms universitet

• Project title: Modifying and retraining AlphaFold2 to integrate experimental information
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Claudio Mirabello, Linköpings universitet

• Project title: WASP-TAD-DL4
  Project duration: 2024-06-01 – 2024-12-01
  Principal Investigator: Anindya Sundar Das, Umeå universitet

• Project title: Super-resolution neuroimages from widely accessible clinical scans
  Project duration: 2024-06-10 – 2025-01-01
  Principal Investigator: Jacob Vogel, Lunds universitet

• Project title: Deep learning for protein research
  Project duration: 2024-07-01 – 2025-01-01
  Principal Investigator: Ingemar André, Lunds universitet

• Project title: Artifical intelligence use in biomedical research
  Project duration: 2024-06-20 – 2025-01-01
  Principal Investigator: Sonja Aits, Lunds universitet

• Project title: Horse Shape and Pose Capture
  Project duration: 2024-07-01 – 2025-01-01
  Principal Investigator: Hedvig Kjellström, Kungliga Tekniska högskolan

• Project title: PReSTO Cryo-EM structural determination of GPCR dimer
  Project duration: 2024-07-01 – 2025-01-01
  Principal Investigator: Petra Båth, Göteborgs universitet

• Project title: Foundation Models for Data-driven Human Cell Simulation
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Wei Ouyang, Kungliga Tekniska högskolan

• Project title: Efficient studies of large-scale topological and unconventional superconductors
  Project duration: 2024-07-01 – 2025-01-01
  Principal Investigator: Annica Black-Schaffer, Uppsala universitet

• Project title: Advanced 3D Perception for Environment Understanding and Representation
  Project duration: 2024-07-01 – 2025-01-01
  Principal Investigator: Patric Jensfelt, Kungliga Tekniska högskolan

• Project title: Machine Learning for Computer Vision
  Project duration: 2024-07-01 – 2025-01-01
  Principal Investigator: Michael Felsberg, Linköpings universitet

• Project title: High throughout prediction of toxin-antitoxin protein interfaces with AlphaFold2
  Project duration: 2024-07-01 – 2025-01-01
  Principal Investigator: Gemma Atkinson, Lunds universitet

• Project title: Perception for Autonomous Vehicles
  Project duration: 2024-07-01 – 2025-01-01
  Principal Investigator: John Folkesson, Kungliga Tekniska högskolan

• Project title: NBA Multimodal Video Analysis
  Project duration: 2024-06-28 – 2025-01-01
  Principal Investigator: Karol Wojtulewicz, Linköpings universitet

• Project title: MCMC for Stellar Magnetic Field Reconstruction
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Jennifer Andersson, Uppsala universitet

• Project title: On internal representations of random neural networks
  Project duration: 2024-08-05 – 2025-03-01
  Principal Investigator: Sebastian Mair, Uppsala universitet

• Project title: Cryo-EM of transmembrane eukaryotic transporter
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Damasus Okeke, Göteborgs universitet

• Project title: High-dimensional entropy estimation with applications to deep learning
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Viktor Nilsson, Kungliga Tekniska högskolan

• Project title: Towards Reliable Large Vision-Language Models
  Project duration: 2024-07-21 – 2025-02-01
  Principal Investigator: Xixi Liu, Chalmers tekniska högskola

• Project title: WASP-FL-DL
  Project duration: 2024-07-30 – 2025-02-01
  Principal Investigator: Sourasekhar Banerjee, Umeå universitet

• Project title: Decoding CNS gene expression regulation
  Project duration: 2024-07-30 – 2025-02-01
  Principal Investigator: Enric Llorens, Karolinska Institutet

• Project title: Optimization Theory and Methods for Machine Learning with Applications in Neural Network Training
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Alp Yurtsever, Umeå universitet

• Project title: NL2Plan: Robust LLM-Driven Planning from Minimal Text Descriptions
  Project duration: 2024-07-30 – 2024-12-01
  Principal Investigator: Elliot Gestrin, Linköpings universitet

• Project title: Protein structure prediction and AI in virtual screening
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Jens Carlsson, Uppsala universitet

• Project title: Deciphering the initial conditions and formation history of cosmic structure with deep learning
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Jens Jasche, Stockholms universitet

• Project title: Machine learning models for materials
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Paul Erhart, Chalmers tekniska högskola

• Project title: Deep integrative omic auto-encoder analysis
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Mika Gustafsson, Linköpings universitet

• Project title: Sim to Real: Automatic manufacturing quality inspection based on computer vision
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Atsuto Maki, Kungliga Tekniska högskolan

• Project title: Complex Networks, WASP PhD project
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Yifei Jin, Kungliga Tekniska högskolan

• Project title: Evaluating Computation-intensive Large Language Model(LLM) and Data Mining Algorithms on Online Media Datasets.
  Project duration: 2024-08-01 – 2025-02-01
  Principal Investigator: Tianyi Zhou, Kungliga Tekniska högskolan

• Project title: Machine-learning-aided side-channel analysis in post-quantum cryptography
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Qian Guo, Lunds universitet

• Project title: WASP-NEST Cloud Robotics
  Project duration: 2024-08-12 – 2025-03-01
  Principal Investigator: Obaidullah Zaland, Umeå universitet

• Project title: iHorse+: improving air quality and Health risk forecasts by data-driven modelling
  Project duration: 2024-08-12 – 2024-12-01
  Principal Investigator: Xiaoliang Ma, Kungliga Tekniska högskolan

• Project title: Benchmarking Self-Supervised Representation Learning Approaches for Generalization
  Project duration: 2024-08-14 – 2025-03-01
  Principal Investigator: Karl Henrik Johansson, Kungliga Tekniska högskolan

• Project title: Novel AI Methods for Experimentally Constrained Protein Structure Prediction
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Gabriel Ducrocq, Linköpings universitet

• Project title: WASP- Private Model selection for Federated Learning
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Ayush Kumar Varshney, Umeå universitet

• Project title: Postdoc on Graph Neural Networks
  Project duration: 2024-08-16 – 2025-03-01
  Principal Investigator: Roman Bresson, Kungliga Tekniska högskolan

• Project title: ML Workloads Allocation for CloudRobotics WASP-NEST Continuation
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Florian Pokorny, Kungliga Tekniska högskolan

• Project title: A foundation model for mass spectra of peptides
  Project duration: 2024-08-22 – 2025-03-01
  Principal Investigator: Lukas Käll, Kungliga Tekniska högskolan

• Project title: Deep MultiModal Learning for Automotive Applications
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Selpi Selpi, Chalmers tekniska högskola

• Project title: Geometric Deep Learning for Computer Vision
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Georg Bökman, Chalmers tekniska högskola

• Project title: Constrained Reinforcement Learning with Large Language Models
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Rishi Hazra, Örebro universitet

• Project title: Robust machine learning for multimodal multitask learning
  Project duration: 2024-08-28 – 2025-03-01
  Principal Investigator: Xuan-Son Vu, Umeå universitet

• Project title: Deep Learning for Adaptive Continuous Care to Common Mental Health Disorders
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Fabian Schmidt, Kungliga Tekniska högskolan

• Project title: Training large language models with single-cell genomics to learn regulatory grammar
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Rickard Sandberg, Karolinska Institutet

• Project title: Vehicle Behavior Prediction Using Deep Learning
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Erik Frisk, Linköpings universitet

• Project title: Data-Driven Determination of Macromolecular Structures
  Project duration: 2024-08-29 – 2025-03-01
  Principal Investigator: Nicholas Pearce, Linköpings universitet

• Project title: Sub-cellular Protein Localization in Human Protein Atlas
  Project duration: 2024-08-29 – 2025-03-01
  Principal Investigator: Emma Lundberg, Kungliga Tekniska högskolan

• Project title: Design of peptide binders towards human cancer surface receptors
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Patrick Bryant, Stockholms universitet

• Project title: Towards Detailed Visual Understanding via Large-scale Vision-Language Models
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Fahad Khan, Linköpings universitet

• Project title: Document Analysis
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Elisa Hope Barney Smith, Luleå tekniska universitet

• Project title: Structure determination of transmembrane protein complexes
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Linda Johansson, Göteborgs universitet

• Project title: DiffusionAttack: A study of adversarial editing to stable diffusion model
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Minxing Liu, Linköpings universitet

• Project title: Screening Extreme Conditions Materials Properties Through Coordinate Free Representations
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Florian Trybel, Linköpings universitet

• Project title: Representation Learning for Machine Learning and Robotics
  Project duration: 2024-08-29 – 2025-03-01
  Principal Investigator: Danica Kragic Jensfelt, Kungliga Tekniska högskolan

• Project title: Large-Scale Spatio-Temporal Reasoning and Learning
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Fredrik Heintz, Linköpings universitet

• Project title: Learning design principles for photoinduced molecular processes from ML-enhanced quantum dynamics simulations
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Nanna Holmgaard List, Kungliga Tekniska högskolan

• Project title: Deep Learning for Autonomous Driving
  Project duration: 2024-09-01 – 2025-03-01
  Principal Investigator: Lars Hammarstrand, Chalmers tekniska högskola

• Project title: Computational Experiments for Automatic Program Repair, Prof Monperrus, WASP/KTH
  Project duration: 2024-11-01 – 2025-05-01
  Principal Investigator: Martin Monperrus, Kungliga Tekniska högskolan

• Project title: Embodied AI for Autonomous Robots
  Project duration: 2024-09-06 – 2025-04-01
  Principal Investigator: Olov Andersson, Kungliga Tekniska högskolan

• Project title: Privacy Preserving Federated Learning
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Sargam Gupta, Umeå universitet

• Project title: Motion inbetweening with diffusion models
  Project duration: 2024-09-10 – 2025-04-01
  Principal Investigator: Rajmund Nagy, Kungliga Tekniska högskolan

• Project title: ML/AI for securing autonomy and coordination
  Project duration: 2024-09-10 – 2025-04-01
  Principal Investigator: Sheng Liu, Kungliga Tekniska högskolan

• Project title: Perception for Autonomous Driving Systems
  Project duration: 2024-09-13 – 2025-04-01
  Principal Investigator: Georg Hess, Chalmers tekniska högskola

• Project title: Robust Computer Vision
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Simon Kristoffersson Lind, Lunds universitet

• Project title: MultiPRESS: Deep learning for super-resolution 4D Flow MRI
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: David Marlevi, Karolinska Institutet

• Project title: Beyond backpropagation
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Rasmus Kjær Høier, Chalmers tekniska högskola

• Project title: Deep learning models for modelling genetic variation
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Carl Nettelblad, Uppsala universitet

• Project title: WALP Project: ORB DB: Neural Algorithmic Reasoning for Graph Databases
  Project duration: 2024-10-01 – 2024-12-01
  Principal Investigator: Paris Carbone, Kungliga Tekniska högskolan

• Project title: Deep Learning for Image-based Localization and Mapping
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Viktor Larsson, Lunds universitet

• Project title: A transferable implicit transfer operator model
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Simon Olsson, Chalmers tekniska högskola

• Project title: HUDI: Huge Complex Diagnostic Imaging Data
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Jonas Lantz, Linköpings universitet

• Project title: Enabling Document Image Generation with Diffusion Models
  Project duration: 2024-10-01 – 2024-12-01
  Principal Investigator: Hamam Mokayed, Luleå tekniska universitet

• Project title: Management Beyond the Edge
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Eunil Seo, Umeå universitet

• Project title: Deep learning for simultaneous localization and mapping
  Project duration: 2024-09-27 – 2025-04-01
  Principal Investigator: Magnus Oskarsson, Lunds universitet

• Project title: Datasets for Autonomous Driving
  Project duration: 2024-09-28 – 2025-04-01
  Principal Investigator: Lennart Svensson, Chalmers tekniska högskola

• Project title: Training and Understanding Modern Deep Networks
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Hossein Azizpour, Kungliga Tekniska högskolan

• Project title: Deep Learning for 3D Computer Vision using Geometric Information and Generative Models
  Project duration: 2024-09-28 – 2025-04-01
  Principal Investigator: Fredrik Kahl, Chalmers tekniska högskola

• Project title: DL4NLP: Deep Learning for Natural Language Processing
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Marco Kuhlmann, Linköpings universitet

• Project title: Embodied perception for interacting with the 3D world
  Project duration: 2024-09-28 – 2025-04-01
  Principal Investigator: Hedvig Kjellström, Kungliga Tekniska högskolan

• Project title: Graph-based, spatial, temporal, and generative machine learning
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Fredrik Lindsten, Linköpings universitet

• Project title: Self-supervised Transformer-based Representation Learning for Autonomous Vehicle Vision
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Fredrik Lindsten, Linköpings universitet

• Project title: Deep Learning for the Physical World
  Project duration: 2024-10-01 – 2025-04-01
  Principal Investigator: Mårten Björkman, Kungliga Tekniska högskolan

• Project title: Deep Learning Based Road Geometry Estimation
  Project duration: 2024-11-01 – 2025-05-01
  Principal Investigator: Adam Lilja, Chalmers tekniska högskola

• Project title: Exploring Grokking using the LEMBAS Framework
  Project duration: 2024-10-04 – 2025-05-01
  Principal Investigator: Avlant Nilsson, Karolinska Institutet

• Project title: Berzelius Common Datasets
  Project duration: 2024-11-01 – 2025-05-01
  Principal Investigator: Xuan Gu, Linköpings universitet

• Project title: Generative models for visual storytelling
  Project duration: 2024-10-06 – 2025-05-01
  Principal Investigator: Daniel Jönsson, Linköpings universitet

• Project title: Safe and Secure Federated Reinforcement learning
  Project duration: 2024-10-06 – 2025-05-01
  Principal Investigator: Arunava Naha, Linköpings universitet

• Project title: Multimodal Graph Generative models for the Biomedical domain
  Project duration: 2024-10-08 – 2025-05-01
  Principal Investigator: Michail Vazirgiannis, Kungliga Tekniska högskolan

• Project title: Architecturs for learning temporal data
  Project duration: 2024-10-08 – 2025-05-01
  Principal Investigator: Daniel Gedon, Uppsala universitet

• Project title: Deep learning for morphological cell profiling
  Project duration: 2024-11-01 – 2025-05-01
  Principal Investigator: Ola Spjuth, Uppsala universitet

• Project title: Next-Token Prediction for Planning - Training and Applications
  Project duration: 2024-10-08 – 2025-05-01
  Principal Investigator: Jendrik Seipp, Linköpings universitet

• Project title: Predicting chemotherapy sensitivity using graph neural networks based on deep mutational scanning
  Project duration: 2024-11-01 – 2025-05-01
  Principal Investigator: Ming Xiao, Kungliga Tekniska högskolan

• Project title: AlphaFold2 prediction of the virus-host interactome
  Project duration: 2024-11-01 – 2025-05-01
  Principal Investigator: Vasili Hauryliuk, Lunds universitet

• Project title: ST-BERT
  Project duration: 2024-10-15 – 2025-05-01
  Principal Investigator: Sanja Vickovic, Uppsala universitet

• Project title: Zero-Shot Mutli-Object Tracking and Identification
  Project duration: 2024-10-21 – 2025-05-01
  Principal Investigator: Niklas Carlsson, Linköpings universitet

• Project title: Social Complexity and Fairness in Synthetic Medical Data
  Project duration: 2024-10-28 – 2025-05-01
  Principal Investigator: Saghi Hajisharif, Linköpings universitet

• Project title: Multi-Task Multi-Modal Meta learning
  Project duration: 2024-11-01 – 2025-05-01
  Principal Investigator: Marcus Liwicki, Luleå tekniska universitet

• Project title: Deep learning based species identification of bacteria using time-lapse of growth in microfluidic chip imaged by phase contrast microscopy
  Project duration: 2024-10-23 – 2025-10-01
  Principal Investigator: Anders Hast, Uppsala universitet

• Project title: Multimodal Conversation model for Turn taking prediction event
  Project duration: 2024-10-24 – 2025-01-01
  Principal Investigator: Haotian Qi, Kungliga Tekniska högskolan

• Project title: Foundation model adaptation
  Project duration: 2024-11-01 – 2025-05-01
  Principal Investigator: Kevin Smith, Kungliga Tekniska högskolan

• Project title: Conformational sampling and docking with AlphaFold
  Project duration: 2024-11-01 – 2025-05-01
  Principal Investigator: Björn Wallner, Linköpings universitet

• Project title: PRESTO: Predictive Service Quality Management for Transport Services
  Project duration: 2024-12-01 – 2025-06-01
  Principal Investigator: Oscar Stenhammar, Kungliga Tekniska högskolan