الباحثون

Boris Bonev

المنشورات 2

نسخة أولية وصول مفتوح

A library for differentiable signal processing and machine learning on the sphere

Thorsten Kurth, Max Rietmann, Mauro Bisson وآخرون · 2026

The two-dimensional sphere embedded in three-dimensional Euclidean space S2, plays a central role in a variety of scientific and engineering domains, including geophysics, planetary science, geodesy, atmospheric physics, quantum chemistry, cosmology, and virtual reality, among many others. As machine learning increasin …

نسخة أولية وصول مفتوح

Counterfactual Predictions in Scientific Emulators Without Controlled Experiments

Many scientific questions require reasoning about what was never observed: What if the conditions, interventions, or history had been different? Models can predict accurately on observed data yet fail on such what-if queries when correlated inputs are varied independently. A common remedy is to add controlled simulatio …

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