Review Article
September 23, 2026
Vol. 1, Issue 1 fis20260005
Sean Barnes, Gerald Ross, Carl Henderson
Reliable deployment in ensembles trained on computational experiments depends on more than obtaining a strong benchmark result. This conceptual analysis uses reproducibility to study how claims travel from data to model output and then to a...
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Review Article
September 23, 2026
Vol. 1, Issue 1 fis20260004
Noah Gray, Ethan James, Jeremy Watson
Reliable deployment in linked meshes, solvers, materials, and load cases depends on more than obtaining a strong benchmark result. This conceptual analysis uses collective anomaly detection to study how claims travel from data to model outp...
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Review Article
September 23, 2026
Vol. 1, Issue 1 fis20260003
Aaron Bailey, Jose Rivera, Adam Cooper
This evidence synthesis examines auditability in Rietveld refinement and competing structural models. It argues that the appropriate object of evaluation is the linked history of sample preparation, pressure-temperature path, instrument out...
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Review Article
September 23, 2026
Vol. 1, Issue 1 fis20260002
Gregory Edwards, Alexander Stewart, Patrick Morris
This evidence synthesis examines experimental boundary conditions in quasi-hydrostatic structure determination. It argues that the appropriate object of evaluation is the linked history of sample preparation, pressure-temperature path, inst...
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Review Article
September 23, 2026
Vol. 1, Issue 1 fis20260001
Eric Mitchell, Jonathan Roberts, Stephen Carter
This evidence synthesis examines anchored retrieval in computational mineral physics workflows. It argues that the appropriate object of evaluation is the linked history of sample preparation, pressure-temperature path, instrument output, c...
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