Research outputs

Publications & Working Papers

Selected active manuscripts from my work on computational experiments, model adaptation, and AI evaluation. Where a manuscript is not public, you can request it directly.

Manuscripts

Selected active work

Under Review

  1. “Bio-Informed LoRA for Signal Peptide Prediction.”

    Ashmit Mukherjee (co-first author).

    Under review at an EMNLP 2026 workshop.

    Request manuscript Research overview

Working Paper

  1. “AI and Human Collaboration in Social Dilemmas: Strategic Interpretation, Normative Interpretation, and Collective Action in Shared Supply Chains.”

    Benjamin Rosche, Ashmit Mukherjee, and Hanan Salam.

    Working paper, June 2026. Experimental implementation is ongoing.

    Request working paper Research overview