مسیر تحصیل و فعالیت بین المللی

عصر امروز، دکتر صادق شیرانی ورودی 91 دانشگاه صنعتی شریف از دریچه دانشگاه تهران از چالش ها و تجربه های مهاجرت و چگونگی ایجاد سابقه علمی خواهند گفت. (پنجشنبه 18 تیر)

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I did my PhD in Operations, Information & Technology at the Stanford Graduate School of Business.

My research develops machine learning methods for modeling and decision-making in complex systems, spanning LLM-based simulation of human and human--AI dynamics, causal inference under network interference, and reliable AI for operational decision support. A recurring theme is that the underlying structure is hard to study directly: network connections are unknown, agent types are latent, or the relevant data are unstructured. I work on the theoretical foundations of these problems and build tools that hold up in practice.

In my work, I use tools from graphical models, statistical physics, optimization, and probability theory. My research is mainly motivated by studying systems where uncertainties, together with limited available data, compromise the quality of decisions. Examples include interventions in public health settings and experiments in ride-sharing systems.

I have joined the Operations Management group at MIT Sloan as a faculty member.