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Author

Amil Merchant

Observed name: Merchant, Amil
ORCID: 0000-0001-5262-6599
Observed ORCID: 0000-0001-5262-6599
OpenAlex ID: A5026498258
Scaling deep learning for materials discovery
2023 · Amil Merchant, Simon Batzner, et al. · Nature · 1,499
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An autonomous laboratory for the accelerated synthesis of inorganic materials
2023 · Nathan J. Szymanski, Bernardus Rendy, et al. · Nature · 1,009
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What Happens To BERT Embeddings During Fine-tuning?
2020 · Amil Merchant, Elahe Rahimtoroghi, et al. · BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP) · 148
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Scalable Diffusion for Materials Generation
2023 · Yang, Sherry, Cho, KwangHwan, et al. · arXiv (Cornell University) · 28
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VeLO: Training Versatile Learned Optimizers by Scaling Up
2022 · Metz, Luke, Harrison, James, et al. · arXiv (Cornell University) · 15
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Predicting emergence of crystals from amorphous precursors with deep learning potentials
2024 · Muratahan Aykol, Amil Merchant, et al. · Nature Computational Science · 12
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Author Correction: An autonomous laboratory for the accelerated synthesis of inorganic materials
2026 · Nathan J. Szymanski, Bernardus Rendy, et al. · Nature · 6
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Accurate Prediction of Experimental Band Gaps from Large Language Model-Based Data Extraction
2023 · Yang, Samuel J., Li, Shutong, et al. · arXiv (Cornell University) · 6
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Universal Causal Evaluation Engine: An API for empirically evaluating causal inference models
2019 · Alexander Lin, Amil Merchant, et al. · Knowledge Discovery and Data Mining · 6
Efficient Exploratory Synthesis of Quaternary Cesium Chlorides Guided by In Silico Predictions
2024 · Akira Miura, Muratahan Aykol, et al. · Journal of the American Chemical Society · 5
Does Data Augmentation Benefit from Split BatchNorms
2020 · Merchant, Amil, Zoph, Barret, et al. · arXiv (Cornell University) · 4
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Predicting emergence of crystals from amorphous matter with deep learning
2023 · Aykol, Muratahan, Merchant, Amil, et al. · arXiv (Cornell University) · 3
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Learn2Hop: Learned Optimization on Rough Landscapes
2021 · Merchant, Amil, Metz, Luke, et al. · arXiv (Cornell University) · 2
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Computational search for materials having a giant anomalous Hall effect in the pyrochlore and spinel crystal structures
2025 · Sean Sullivan, Seungjun Lee, et al. · Physical Review Materials · 1
Computational search for materials having a giant anomalous Hall effect in the pyrochlore and spinel crystal structures
2025 · Sullivan, Sean, Lee, Seungjun, et al. · arXiv (Cornell University)
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Supporting data for Computational search for materials having a giant anomalous Hall effect in the pyrochlore and spinel crystal structures
2023 · Sullivan, Sean, Lee, Seungjun, et al. · University of Minnesota Digital Conservancy (University of Minnesota)
Fairness in Machine Learning: Methods for Correcting Black-Box Algorithms
2019 · Amil Merchant · Digital Access to Scholarship at Harvard (DASH) (Harvard University)
Works count: 22
Citation count: 2,743
H-index: 6
I10-index: 6
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