Author

Akshit Goyal

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#artificial intelligence Preprint Oct 2026

TheoPhysEval: Assessing AI agents at autonomous theoretical physics problem solving

We present a suite of 50 unpublished research-level theoretical physics problems with verifiable answers. Without AI assistance, a typical problem in our collection could be solved by a world expert in about a day or less but would take considerably longer for experts in adjacent specialties. We test the ability of off...

A. Chandra, Aaghaz Mahajan, A. Sanyal et al. · 0 citations

Open access Aug 2026

Resource supply dynamics control stability and chaos in complex ecosystems

Ecological interactions are often mediated by feedbacks between organisms and their resource environments. Yet, how resource supply dynamics dictate collective dynamical phases of an ecosystem remains unclear. Here, we analyse a generalised consumer–resource model with non-reciprocal interactions to demonstrate that se...

Jamila Rowland-Chandler, Akshit Goyal, W. Shou · bioRxiv · 0 citations