Matthew Welborn

According to our database1, Matthew Welborn authored at least 8 papers between 2015 and 2024.

Collaborative distances:

Timeline

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
NeuralPLexer3: Accurate Biomolecular Complex Structure Prediction with Flow Models.
CoRR, 2024

2023
#COVIDisAirborne: AI-enabled multiscale computational microscopy of delta SARS-CoV-2 in a respiratory aerosol.
Int. J. High Perform. Comput. Appl., 2023

2021
UNiTE: Unitary N-body Tensor Equivariant Network with Applications to Quantum Chemistry.
CoRR, 2021

2020
Multi-task learning for electronic structure to predict and explore molecular potential energy surfaces.
CoRR, 2020

OrbNet: Deep Learning for Quantum Chemistry Using Symmetry-Adapted Atomic-Orbital Features.
CoRR, 2020

2019
Regression-clustering for Improved Accuracy and Training Cost with Molecular-Orbital-Based Machine Learning.
CoRR, 2019

A Universal Density Matrix Functional from Molecular Orbital-Based Machine Learning: Transferability across Organic Molecules.
CoRR, 2019

2015
Why many semiempirical molecular orbital theories fail for liquid water and how to fix them.
J. Comput. Chem., 2015


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