28 citations · 31 across the 6 of their papers we have counts for
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cond-mat.mtrl-sci2026
Physics-Informed Neural Networks for Sparse Strain-Field Reconstruction in 4D-STEM
Roberto dos Reis, Gabriel T. dos Santos, Yukun Liu +2
Quantitative strain mapping using four-dimensional scanning transmission electron microscopy (4D-STEM) typically requires densely sampled scans that can damage beam-sensitive speci…
cs.SE2026
Schema-Bound LLM Control of Scientific Instrumentation through Model Context Protocol Skills
Roberto dos Reis, Vinayak P. Dravid
Large language models (LLMs) can plan tool-mediated scientific work, but scientific instruments remain difficult to connect to such agents: vendor APIs may load only inside acquisi…