Our Research Project Software

Our Research Software

We found the following 37 published projects which all share the keyword pytorch amongst their description of software or software methods used.

Title
Actionable deep learning under uncertainty for carbon-centric building operations
Adaptive Treatment Planning for ICU Patients using Multimodal Data Fusion with Uncertainty Quantification
Advancing Molecular Modeling with Machine-Learned Interatomic Potentials (MLIPs)
Alzheimer's Disease Progression Modeling via T1 MRI
Applications of Deep Learning and Large Language Models in Multi-Modal Ophthalmic Imaging for Brain Health
Applying Machine Learning to Extract Insights from IVCM Imaging in LSCT Patients
Artificial Intelligence for the analysis of Retinal imaging data
Autonomous Racing
Brain Health Assessment via Multi-Modal Retinal Imaging with Deep Learning and Large Language Models
City Pulse GNN
Compact Logic Gate Networks
Deep Learning Surrogate Modelling for Hydrodynamic Flood Simulation in Data-Scarce Urban Watersheds
Deep learning model development and training
Earth Observation and Machine Learning to Map Past Water in the Middle East and North Africa
Energy Forecasting and Optimisation in Smart Buildings Using Explainable and Transferable Deep Learning
Exam Paper OCR for Analysis (PhD Research)
Food Recognition Model for Self-Recall Dietary Assessment
Generative AI evaluation
Health AI
High Power Computing for training Deep Reinforcement Learning Models for Optimisation Problems
Integrating Machine Learning into Bioinformatics Research Workflows
Large-Scale Energy-System Optimization Benchmarking
Mignon Training
Multi-Modal AI with Transfer Learning for Liver Cancer diagnosis
Neural Architecture Search on Reduced Data
Neural Encoder for Composite DNA RLL Codes
Neural Network Exploration of the Trade-off Between Synthesis Time Reduction and Multiple Error Correction in DNA Data Storage
New force fields for simulations of IDPs
Post-Processing and Improving Markov Chain Monte Carlo
Predicting ocean dynamics using data-driven methods
Reducing hallucinations in LVLM
Robust Multimodal Deep Learning for Generalizable Sleep Stage Classification
Rxcelerate Research
S-Cape
Sparse Probabilistic Richardson Extrapolation for Large-Scale Scientific Computing
Task specific analysis of pairformer block importance in protenix and conditionally routing for better prediction
Trust Research Methodology Database (TReMeDa)