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Akshay Subramanian
Akshay Subramanian
Massachusetts Institute of Technology
mit.edu üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
COVIDScholar: An automated COVID-19 research aggregation and analysis platform
J Dagdelen, A Trewartha, H Huo, Y Fei, T He, K Cruse, Z Wang, ...
Plos one 18 (2), e0281147, 2023
272023
Automated patent extraction powers generative modeling in focused chemical spaces
A Subramanian, KP Greenman, A Gervaix, T Yang, R Gómez-Bombarelli
Digital Discovery 2 (4), 1006-1015, 2023
102023
Closing the Execution Gap in Generative AI for Chemicals and Materials: Freeways or Safeguards
A Subramanian, W Gao, R Barzilay, JC Grossman, T Jaakkola, S Jegelka, ...
An MIT Exploration of Generative AI, 2024
52024
Symmetry-Constrained Generation of Diverse Low-Bandgap Molecules with Monte Carlo Tree Search
A Subramanian, J Damewood, J Nam, KP Greenman, AP Singhal, ...
arXiv preprint arXiv:2410.08833, NeurIPS 2024 AI for Accelerated Materials …, 2024
2024
Efficient Generation of Molecular Clusters with Dual-Scale Equivariant Flow Matching
A Subramanian, S Qu, CW Park, S Liu, J Lee, R Gómez-Bombarelli
arXiv preprint arXiv:2410.07539, NeurIPS 2024 Machine Learning and the …, 2024
2024
Benchmarking predictions of near-infrared absorption with physics-based and machine learning methods
KP Greenman, RX Wang, J Nam, A Subramanian, J Ruža, JF Joung, ...
Optical Property Prediction and Molecular Discovery through Multi-Fidelity …, 2024
2024
Dataset of gold nanoparticle sizes and morphologies extracted from literature-mined microscopy images
A Subramanian, K Cruse, A Trewartha, X Wang, AP Alivisatos, G Ceder
arXiv preprint arXiv:2112.01689, 2021
2021
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