Research Projects on Berzelius

(Updated on 2026-01-02)

Project Statistics

Current Research Projects on Berzelius

• Project title: Deep Learning Models for High-Content Phenotypic Screening
  Project duration: 2025-07-04 – 2026-02-01
  Principal Investigator: Giovanni Volpe, Göteborgs universitet

• Project title: Deciphering the initial conditions and formation history of cosmic structure with deep learning
  Project duration: 2025-08-04 – 2026-03-01
  Principal Investigator: Jens Jasche, Stockholms universitet

• Project title: Runtime-guided LLM-based crash detection in ML notebooks
  Project duration: 2025-07-30 – 2026-02-01
  Principal Investigator: Yiran Wang, Linköpings universitet

• Project title: Super-resolution neuroimages from widely accessible clinical scans
  Project duration: 2025-07-30 – 2026-02-01
  Principal Investigator: Jacob Vogel, Lunds universitet

• Project title: Thinking Fast and Slow: Real-time Speech Generation for Conversational AI
  Project duration: 2025-08-01 – 2026-02-01
  Principal Investigator: Nikita Torgashov, Kungliga Tekniska högskolan

• Project title: non-negative matrix factorization on multi-view learning
  Project duration: 2025-07-30 – 2026-02-01
  Principal Investigator: Fatemeh Sadjadi, Umeå universitet

• Project title: Advancing the Foundations of Generative AI and Sequence Modeling
  Project duration: 2025-08-01 – 2026-02-01
  Principal Investigator: Soon Hoe Lim, Kungliga Tekniska högskolan

• Project title: Machine learning for protein structure prediction
  Project duration: 2025-08-01 – 2026-02-01
  Principal Investigator: Arne Elofsson, Stockholms universitet

• Project title: Machine learning models for materials
  Project duration: 2025-08-01 – 2026-02-01
  Principal Investigator: Paul Erhart, Chalmers tekniska högskola

• Project title: Integrative Analysis of Quantitative Trait Loci
  Project duration: 2025-08-01 – 2026-02-01
  Principal Investigator: Wen Zhong, Linköpings universitet

• Project title: High-dimensional entropy estimation with applications to deep learning
  Project duration: 2025-08-01 – 2026-02-01
  Principal Investigator: Viktor Nilsson, Kungliga Tekniska högskolan

• Project title: Representation Learning Methods in Computer Vision
  Project duration: 2025-08-04 – 2026-03-01
  Principal Investigator: Atsuto Maki, Kungliga Tekniska högskolan

• Project title: Embodied AI for Autonomous Robots
  Project duration: 2025-08-04 – 2026-03-01
  Principal Investigator: Olov Andersson, Kungliga Tekniska högskolan

• Project title: Next-Generation AI Agents: Language, Learning, and Autonomy
  Project duration: 2025-08-04 – 2026-03-01
  Principal Investigator: Ziyun Li, Kungliga Tekniska högskolan

• Project title: WASP-FL-DL
  Project duration: 2025-08-04 – 2026-03-01
  Principal Investigator: Sourasekhar Banerjee, Uppsala universitet

• Project title: Deep Learning for Context-aware Motion Planning of Autonomus Vehicles
  Project duration: 2025-08-04 – 2026-03-01
  Principal Investigator: Paolo Falcone, Chalmers tekniska högskola

• Project title: Accelerating Physical Simulations with Efficient Generative Models
  Project duration: 2025-08-05 – 2026-03-01
  Principal Investigator: Sebastian Dalleiger, Kungliga Tekniska högskolan

• Project title: Synthetic high-dimensional cohorts for studies of neurodegenerative diseases
  Project duration: 2025-08-11 – 2026-03-01
  Principal Investigator: Niklas Mattsson-Carlgren, Lunds universitet

• Project title: Can microbes distinguish friend from foe?
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Laura Carroll, Umeå universitet

• Project title: Generative deep learning for data-centric machine learning
  Project duration: 2025-08-14 – 2026-03-01
  Principal Investigator: Gabriel Eilertsen, Linköpings universitet

• Project title: DiffusionAttack: A study of adversarial editing to stable diffusion model
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Minxing Liu, Linköpings universitet

• Project title: Using a combination of RF diffusion and AF_unmasked for de novo antibody design
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Marta Carroni, Stockholms universitet

• Project title: Structure determination of transmembrane protein complexes
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Linda Johansson, Göteborgs universitet

• Project title: Large-Scale Spatio-Temporal Reasoning and Learning
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Fredrik Heintz, Linköpings universitet

• Project title: Detecting Sybil and Fake Users in mobile crowdsensing systems
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Cihan Eryonucu, Kungliga Tekniska högskolan

• Project title: WASP-NEST Cloud Robotics
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Obaidullah Zaland, Umeå universitet

• Project title: Exploration of dark microbial proteomes
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Courtney Stairs, Lunds universitet

• Project title: Cryo-EM of native membrane protein complexes underlying fertilization
  Project duration: 2025-08-29 – 2026-03-01
  Principal Investigator: Luca Jovine, Karolinska Institutet

• Project title: ML for Graph Reduction
  Project duration: 2025-08-29 – 2026-03-01
  Principal Investigator: Lukas Eveborn, Linköpings universitet

• Project title: Evaluating Computation-intensive Large Language Model(LLM) and Data Mining Algorithms on Online Media Datasets.
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Tianyi Zhou, Kungliga Tekniska högskolan

• Project title: Universal design of peptide binders for therapeutic and diagnostic modalities
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Patrick Bryant, Stockholms universitet

• Project title: Representation Learning for Machine Learning and Robotics
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Danica Kragic Jensfelt, Kungliga Tekniska högskolan

• Project title: Characterising macromolecular interactions with artificial intelligence and cryo-EM
  Project duration: 2025-08-31 – 2026-03-01
  Principal Investigator: Erik Lindahl, Kungliga Tekniska högskolan

• Project title: AI-based Structural Analysis of Glycosylation Machinery in Bacteroidota
  Project duration: 2025-08-31 – 2026-03-01
  Principal Investigator: Andre Mateus, Umeå universitet

• Project title: ML Workloads Allocation for CloudRobotics WASP-NEST Continuation
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Florian Pokorny, Kungliga Tekniska högskolan

• Project title: Generative AI and foundation models for atypical femur fractures
  Project duration: 2025-09-01 – 2026-03-01
  Principal Investigator: Jörg Schilcher, Linköpings universitet

• Project title: Analysis of cryo electron microscopy data with artificial intelligence
  Project duration: 2025-09-11 – 2026-04-01
  Principal Investigator: Sebastian Westenhoff, Uppsala universitet

• Project title: Crowdsourced mapping for autonomous driving
  Project duration: 2025-09-11 – 2026-04-01
  Principal Investigator: Gustaf Hendeby, Linköpings universitet

• Project title: Deep learning models for modelling genetic variation
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Carl Nettelblad, Uppsala universitet

• Project title: Deep Learning for Autonomous Driving
  Project duration: 2025-09-17 – 2026-04-01
  Principal Investigator: Lars Hammarstrand, Chalmers tekniska högskola

• Project title: Foundation models meet graph-based learning to advance spatial biology towards patient-specific cancer immunotherapy
  Project duration: 2025-09-18 – 2026-04-01
  Principal Investigator: Natasa Sladoje, Uppsala universitet

• Project title: Learning design principles for photoinduced molecular processes from ML-enhanced quantum dynamics simulations
  Project duration: 2025-09-19 – 2026-04-01
  Principal Investigator: Nanna Holmgaard List, Kungliga Tekniska högskolan

• Project title: Berzelius Access for Training Activities
  Project duration: 2025-09-19 – 2026-04-01
  Principal Investigator: Xuan Gu, Linköpings universitet

• Project title: WASP-NEST-AIR2
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Monowar Bhuyan, Umeå universitet

• Project title: Document Analysis
  Project duration: 2025-09-26 – 2026-04-01
  Principal Investigator: Elisa Hope Barney Smith, Luleå tekniska universitet

• Project title: MultiPRESS: Deep learning for super-resolution 4D Flow MRI
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: David Marlevi, Karolinska Institutet

• Project title: Training and Understanding Modern Deep Networks
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Hossein Azizpour, Kungliga Tekniska högskolan

• Project title: Modeling Part-whole Hierarchies with Object-Centric Learning
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Karl Henrik Johansson, Kungliga Tekniska högskolan

• Project title: Foundation Models for Data-driven Human Cell Simulation
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Wei Ouyang, Kungliga Tekniska högskolan

• Project title: DL4NLP: Deep Learning for Natural Language Processing
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Marco Kuhlmann, Linköpings universitet

• Project title: Deep Learning Models of Cancer Mechanisms
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Avlant Nilsson, Karolinska Institutet

• Project title: Optimization Theory and Methods for Machine Learning with Applications in Neural Network Training
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Alp Yurtsever, Umeå universitet

• Project title: Modifying and retraining AlphaFold2 to integrate experimental information
  Project duration: 2025-09-27 – 2026-04-01
  Principal Investigator: Dag Ahren, Lunds universitet

• Project title: Graph-based, spatial, temporal, and generative machine learning
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Fredrik Lindsten, Linköpings universitet

• Project title: Deep learning methodologies for automatic ECG classification
  Project duration: 2025-09-27 – 2026-04-01
  Principal Investigator: Thomas Schön, Uppsala universitet

• Project title: Robust and scalable forward and inverse learning
  Project duration: 2025-09-27 – 2026-04-01
  Principal Investigator: Prashant Singh, Uppsala universitet

• Project title: Self-supervised Transformer-based Representation Learning for Autonomous Vehicle Vision
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Fredrik Lindsten, Linköpings universitet

• Project title: Structure and quality determination of novel AAV
  Project duration: 2025-09-26 – 2026-04-01
  Principal Investigator: Johan Rockberg, Kungliga Tekniska högskolan

• Project title: Robust ML via Signal Space Representations
  Project duration: 2025-09-26 – 2026-04-01
  Principal Investigator: Mikael Skoglund, Kungliga Tekniska högskolan

• Project title: Training large language models with single-cell genomics to learn regulatory grammar
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Rickard Sandberg, Karolinska Institutet

• Project title: Using deep learning to analyze complex biological and chemical data
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Erik Kristiansson, Chalmers tekniska högskola

• Project title: Diffusion models for PDEs
  Project duration: 2025-09-30 – 2026-04-01
  Principal Investigator: Zheng Zhao, Linköpings universitet

• Project title: Deep Learning for Image-based Localization and Mapping
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Viktor Larsson, Lunds universitet

• Project title: Trajectory Prediction Model Dataset Generalization
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Erik Frisk, Linköpings universitet

• Project title: Resilient federated learning based autonomous driving
  Project duration: 2025-10-01 – 2026-04-01
  Principal Investigator: Panagiotis Papadimitratos, Kungliga Tekniska högskolan

• Project title: Alpha Cell
  Project duration: 2025-10-02 – 2026-05-01
  Principal Investigator: Adil Mardinoglu, Kungliga Tekniska högskolan

• Project title: Berzelius Common Datasets
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Xuan Gu, Linköpings universitet

• Project title: AI-driven cardiovascular imaging
  Project duration: 2025-10-07 – 2026-05-01
  Principal Investigator: Tino Ebbers, Linköpings universitet

• Project title: Datasets for Autonomous Driving
  Project duration: 2025-10-10 – 2026-05-01
  Principal Investigator: Fredrik Kahl, Chalmers tekniska högskola

• Project title: Reflected Schrödinger Bridge Matching
  Project duration: 2025-10-20 – 2026-05-01
  Principal Investigator: Pierre Nyquist, Kungliga Tekniska högskolan

• Project title: Deep learning based species identification of bacteria using time-lapse of growth in microfluidic chip imaged by phase contrast microscopy
  Project duration: 2025-10-24 – 2026-05-01
  Principal Investigator: Carolina Wählby, Uppsala universitet

• Project title: Conformational sampling and docking with AlphaFold
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Björn Wallner, Linköpings universitet

• Project title: Learning heterogeneity representations in molecular image data
  Project duration: 2025-10-27 – 2026-05-01
  Principal Investigator: Björn Forsberg, Linköpings universitet

• Project title: Data-Driven Determination of Macromolecular Structures
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Nicholas Pearce, Linköpings universitet

• Project title: Zero-Shot Mutli-Object Tracking and Identification
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Niklas Carlsson, Linköpings universitet

• Project title: Towards Scalable Inter-LLM Communication
  Project duration: 2025-10-28 – 2026-05-01
  Principal Investigator: Dejan Manojlo Kostic, Kungliga Tekniska högskolan

• Project title: A foundation model for mass spectra of peptides
  Project duration: 2025-10-29 – 2026-05-01
  Principal Investigator: Lukas Käll, Kungliga Tekniska högskolan

• Project title: Generative AI for Autonomous Driving Scene Generation and Reconstruction
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Fredrik Kahl, Chalmers tekniska högskola

• Project title: Perovskite materials for H2 production and CO2 capture
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Magnus Rydén, Chalmers tekniska högskola

• Project title: Embodied perception for interacting with the 3D world
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Hedvig Kjellström, Kungliga Tekniska högskolan

• Project title: Multimodal deep learning
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Ekta Vats, Uppsala universitet

• Project title: Global medium-term weather forecasting with PEAR
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Jan Gerken, Chalmers tekniska högskola

• Project title: Speech foundation model bias and finetuning
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Éva Székely, Kungliga Tekniska högskolan

• Project title: Robotic Foundation Models: Vision-Language-Action Frameworks for Generalist Robotics – extension request
  Project duration: 2025-11-01 – 2026-05-01
  Principal Investigator: Martin Magnusson, Örebro universitet

• Project title: Computational Microscopy for Cell Biology lab
  Project duration: 2025-11-10 – 2026-06-01
  Principal Investigator: Juliette Griffie, Stockholms universitet

• Project title: Deep Learning for imaging and omics integration
  Project duration: 2025-11-11 – 2026-06-01
  Principal Investigator: Gisele Miranda, Kungliga Tekniska högskolan

• Project title: ST-BERT
  Project duration: 2025-12-01 – 2026-06-01
  Principal Investigator: Sanja Vickovic, Uppsala universitet

• Project title: testing-berzelius-hopper-system
  Project duration: 2025-11-14 – 2026-01-19
  Principal Investigator: Filip Polbratt, Linköpings universitet

• Project title: Privacy Preserving Federated Learning
  Project duration: 2025-11-19 – 2026-06-01
  Principal Investigator: Vicenç Torra, Umeå universitet

• Project title: Foundation model adaptation
  Project duration: 2025-12-01 – 2026-06-01
  Principal Investigator: Kevin Smith, Kungliga Tekniska högskolan

• Project title: Artificial Intelligence for Prostate Cancer Diagnosis and Prognostication
  Project duration: 2025-12-01 – 2026-06-01
  Principal Investigator: Kimmo Kartasalo, Karolinska Institutet

• Project title: Multimodal Conversation model for Turn taking prediction event
  Project duration: 2025-12-01 – 2026-06-01
  Principal Investigator: Gabriel Skantze, Kungliga Tekniska högskolan

• Project title: AlphaFold2 prediction of the virus-host interactome
  Project duration: 2025-12-01 – 2026-06-01
  Principal Investigator: Vasili Hauryliuk, Lunds universitet

• Project title: Design of radioprotecitive proteins with large DNA language models
  Project duration: 2025-12-01 – 2026-06-01
  Principal Investigator: Ludwig Schmiderer, Lunds universitet

• Project title: PRAADA-designer
  Project duration: 2025-11-27 – 2026-06-01
  Principal Investigator: Sanja Vickovic, Uppsala universitet

• Project title: Generative machine learning and amortized optimization
  Project duration: 2025-11-27 – 2026-06-01
  Principal Investigator: Jens Sjölund, Uppsala universitet

• Project title: Decoding CNS gene expression regulation
  Project duration: 2025-12-05 – 2026-07-01
  Principal Investigator: Enric Llorens, Karolinska Institutet

• Project title: Multimodal Graph Generative models for the Biomedical domain
  Project duration: 2025-12-05 – 2026-07-01
  Principal Investigator: Michail Vazirgiannis, Kungliga Tekniska högskolan

• Project title: Transferable Implicit Transfer Operators
  Project duration: 2025-12-10 – 2026-07-01
  Principal Investigator: Simon Olsson, Chalmers tekniska högskola

• Project title: Decoding macrophage plasticity
  Project duration: 2025-12-15 – 2026-07-01
  Principal Investigator: Emma Lundberg, Kungliga Tekniska högskolan

• Project title: Scalable Differentiable Monte Carlo for Probabilistic Inference and Learning
  Project duration: 2025-12-15 – 2026-07-01
  Principal Investigator: Niklas Wahlström, Uppsala universitet

• Project title: Amplification of enzyme activity with small molecule catalysts
  Project duration: 2026-01-01 – 2026-07-01
  Principal Investigator: Thomas Helleday, Karolinska Institutet

• Project title: Deep learning for protein research
  Project duration: 2026-01-01 – 2026-07-01
  Principal Investigator: Ingemar André, Lunds universitet

• Project title: Efficient studies of large-scale topological and unconventional superconductors
  Project duration: 2026-01-01 – 2026-07-01
  Principal Investigator: Annica Black-Schaffer, Uppsala universitet

• Project title: Medical image analysis at the Biomedical Imaging Division at KTH
  Project duration: 2026-01-01 – 2026-07-01
  Principal Investigator: Rodrigo Moreno, Kungliga Tekniska högskolan

• Project title: Deep learning modeling of single cell perturbations
  Project duration: 2026-01-01 – 2026-07-01
  Principal Investigator: Kasper Karlsson, Karolinska Institutet

• Project title: Advanced 3D Perception for Environment Understanding and Representation
  Project duration: 2026-01-01 – 2026-07-01
  Principal Investigator: Patric Jensfelt, Kungliga Tekniska högskolan

• Project title: Perception for Autonomous Vehicles
  Project duration: 2026-01-01 – 2026-07-01
  Principal Investigator: John Folkesson, Kungliga Tekniska högskolan

• Project title: Machine Learning for Computer Vision
  Project duration: 2026-01-01 – 2026-07-01
  Principal Investigator: Michael Felsberg, Linköpings universitet

• Project title: Deep Learning for the Physical World
  Project duration: 2025-12-29 – 2026-07-01
  Principal Investigator: Mårten Björkman, Kungliga Tekniska högskolan