Jonathan P. Mailoa
Materials Chemistry · 2013–2021
A researcher in the Science corpus: 8 papers; trusts 1 researcher and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Materials Chemistry — 87 citations into it
- Physical and Theoretical Chemistry — 6 citations into it
Whom Jonathan P. Mailoa trusts
Their strongest outbound trust, strongest first, inferred from their citations.
- Ralf Drautz (in Materials Chemistry)
Papers from Jonathan P. Mailoa's perspective
Ordered by how strongly the researchers Jonathan P. Mailoa trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Gaussian Error Linear Units (GELUs)
- Neural Message Passing for Quantum Chemistry (International Conference on Machine Learning)
- SchNet: A continuous-filter convolutional neural network for modeling quantum interactions
- Cormorant: Covariant Molecular Neural Networks
- PyTorch: An Imperative Style, High-Performance Deep Learning Library
- Gaussian approximation potentials: the accuracy of quantum mechanics, without the electrons.
- Directional Message Passing for Molecular Graphs (International Conference on Learning Representations)
- Deep Potential Molecular Dynamics: a scalable model with the accuracy of quantum mechanics
- Clebsch-Gordan Nets: a Fully Fourier Space Spherical Convolutional Neural Network
Their papers
- E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials (2021) — 2,192 citations
- Semi-transparent perovskite solar cells for tandems with silicon and CIGS (2015) — 629 citations
- 23.6%-efficient monolithic perovskite/silicon tandem solar cells with improved stability (2017) — 1,376 citations
- Improved Cu2O‐Based Solar Cells Using Atomic Layer Deposition to Control the Cu Oxidation State at the p‐n Junction (2014) — 168 citations
- Effect of Salt Concentration on Ion Clustering and Transport in Polymer Solid Electrolytes: A Molecular Dynamics Study of PEO–LiTFSI (2018) — 253 citations
- Atomistic Description of Ionic Diffusion in PEO–LiTFSI: Effect of Temperature, Molecular Weight, and Ionic Concentration (2018) — 170 citations
- A 2-terminal perovskite/silicon multijunction solar cell enabled by a silicon tunnel junction (2015) — 612 citations
- Ultrathin amorphous zinc-tin-oxide buffer layer for enhancing heterojunction interface quality in metal-oxide solar cells (2013) — 180 citations