Bioinformatics | Protein Biology | Structural Biology Improving deep learning-based protein distance prediction in CASP14. May 7, 2021
Oncology | Pharmacology Predicting Tumor Cell Response to Synergistic Drug Combinations Using a Novel Simplified Deep Learning Model. May 3, 2021
Immunology Predicting TCR-Epitope Binding Specificity Using Deep Metric Learning and Multimodal Learning. April 30, 2021
Artificial Intelligence | Computer Science | Visual Analytics Visual Analytics for RNN-Based Deep Reinforcement Learning. April 30, 2021
Chemical Engineering | Materials Science Prediction and Optimization of Ion Transport Characteristics in Nanoparticle-Based Electrolytes Using Convolutional Neural Networks. April 29, 2021
Bioinformatics | Proteomics | Structural Biology TMP- SSurface2: A Novel Deep Learning-Based Surface Accessibility Predictor for Transmembrane Protein Sequence. April 1, 2021
Civil Engineering | Geotechnical Engineering | Tunneling Engineering Predicting Slurry Pressure Balance with a Long Short-Term Memory Recurrent Neural Network in Difficult Ground Condition. March 12, 2021
Bioinformatics | Molecular Biology | Structural Biology Accurate prediction of inter-protein residue-residue contacts for homo-oligomeric protein complexes. March 11, 2021
Materials Science Predicting orientation-dependent plastic susceptibility from static structure in amorphous solids via deep learning. March 9, 2021
Biomedical Engineering | Cardiology A deep learning application to approximate the geometric orifice and coaptation areas of the polymeric heart valves under time – varying transvalvular pressure. February 20, 2021
Biochemistry | Biophysics | Genomics Stability and folding pathways of tetra-nucleosome from six-dimensional free energy surface. February 18, 2021
Chemical Engineering | Environmental Engineering An osmotic membrane bioreactor-clarifier system with a deep learning model for simultaneous reduction of salt accumulation and membrane fouling. February 13, 2021