Isaac Tamblyn
- Deep learning and the Schrödinger equation
2017/02/05 by Kyle Mills, Michael Spanner, Isaac Tamblyn · 2 voices · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · Physics and Astronomy · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics #cond-mat.mtrl-sci #cs.LG #physics.chem-ph
- Dynamic Observation Policies in Observation Cost-Sensitive Reinforcement Learning
2023/07/05 by Colin Bellinger, Mark Crowley, Bellinger, Colin +3 · 3 citations
Computer Science · #68T01 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.0 #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Scientific Discovery and the Cost of Measurement -- Balancing Information and Cost in Reinforcement Learning
2021/12/14 by Colin Bellinger, Bellinger, Colin, Andriy Drozdyuk +5 · 2 citations
Computer Science · Materials Science · Engineering · #Software Engineering Research #Machine Learning in Materials Science #Fuel Cells and Related Materials
- Unsupervised Hyperspectral Stimulated Raman Microscopy Image\n Enhancement: Denoising and Segmentation via One-Shot Deep Learning
2021/04/14 by Pedram Abdolghader, Abdolghader, Pedram, Andrew Ridsdale +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Chemistry · Engineering · #Applied Physics (physics.app-ph) #FOS: Electrical engineering #FOS: Physical sciences #Optics (physics.optics) #Photoacoustic and Ultrasonic Imaging #Signal Processing (eess.SP) #Spectroscopy Techniques in Biomedical and Chemical Research #Spectroscopy and Chemometric Analyses #electronic engineering #information engineering
- Learning stochastic dynamics and predicting emergent behavior using transformers
2022/02/17 by Corneel Casert, Casert, Corneel, Isaac Tamblyn +3 · 1 citation
Physics and Astronomy · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Quantum many-body systems #Soft Condensed Matter (cond-mat.soft) #Statistical Mechanics (cond-mat.stat-mech) #Theoretical and Computational Physics