Principal Investigator

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Jianshu Cao
jianshu [at] mit.edu

Our group develops theoretical models for understanding the structure and dynamics of complex molecular systems. Establishing relationships between these models and experimental observables allows us to explore new ways of describing chemical and biological processes on multiple time and length scales.

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Postdoctoral Associates

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Philipp Stegmann


psteg[at]mit.edu

My research focuses on the statistical analysis of stochastic processes such as photon emission, spin and molecular dynamics, and quantum transport. The central objective of my research is to develop and establish mathematical schemes to deduce new and previously hidden information from measured statistical data. Especially, I am interested in finding hidden states, interaction, correlation, non-Markovian effects, and quantum corrections as well as in compensating the impact of measurement imperfections.


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Ilia Tutunnikov


ilia.tutunnikovk[at]weizmann.ac.il

Postgraduates

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Evan Piephoff

depiepho[at]mit.edu

Recent advances in condensed-phase spectroscopy have afforded single-molecule analysis, which lends itself to unique insights into dynamic molecular behavior. On the theoretical front, single-molecule kinetic processes can be described by several equivalent stochastic formalisms. Initially developed for renewal processes (those with a single type of monitored transition), the self-consistent pathway framework is one such formalism of particular interest because it can describe generic kinetic schemes in terms of measurable waiting-time distribution functions of arbitrary form (i.e., constituent transitions need not be Poissonian). The focus of my current research is on extending this formalism to non-renewal processes, such as enzymatic turnovers with conformational fluctuations and fluorescence with multiple emission states, and characterizing the information content, including the non-Markovian memory effects, of such signals in terms of measurable parameters.

Visiting Students


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Ishaan Ganti

ishaan_ganti[at]brown.edu

Quantum optics explores the interactions between light and quantum particles, underpinning vital technologies like quantum dots and photonic quantum computing gates. Understanding the properties of models involving two-level atomic systems coupled to a quantized cavity mode is critical. My research focuses on cavity polaritons and includes the Dicke, Tavis-Cummings (TC), and Pauli-Fierz (PF) models, aiming to understand the root causes of their differences in dynamics via statistical (e.g. photon emission analysis), numerical, and analytical methods.


Undergraduates

Andrew Wu

aswu[at]mit.edu

Quantum information theory is a unique and powerful way of applying computational techniques to physical systems as a means of obtaining an understanding of the underlying dynamics governing a given system. First introduced in 2014, the Transfer Tensor Method(TTM) allows for extrapolation of arbitrary short-time quantum dynamic information into theoretically infinite time with error bound only by the amount and quality of short-time information. My current research focuses on extending the TTM via the discovery of new techniques for computing long-time statistics (e.g., the decay rate and steady state), as well as finding applications of computational symmetry to reduce the complexity of applying the TTM.

SMART Program (Singapore)

Singapore-MIT Alliance for Research and Technology

Xu Xiao Feng (Postgraduate, 2010-Present)

Wu Hao (Visiting student, 2011-2012)

Himanshu Singh (Postgraduate, 2011-Present)

Ji Hyun Kim (Postdoctoral associate)

Juzar Thingna (Postdoctoral associate)

Chen Wang (Postdoctoral associate)

Zhao Wei (Postgraduate, 2011-Present)

Zhang Xiao Yu (Visiting student, 2012)

Former Members

Previous Group Photo (2008)

Previous Group Photo (2012)

Previous Group Photo (2014)

 

Javier Cerrillo (Postdoctoral associate)

Aurelia Chenu (Postdoctoral associate)

Chern Chuang (Postgraduate)

Liam Cleary (Postdoctoral associate)

Arend Dijkstra (Postdoctoral associate)

Lorin Gutman (Postdoctoral associate)

Chang-Yu Hsieh (Postdoctoral associate)

Seogjoo Jang (Postdoctoral associate)

Kevin Kessing (Postgraduate)

Maksym Kryvohuz (Postgraduate)

Lipeng Lai (Postdoctoral associate)

Jian Ma (Postdoctoral associate)

Daniel Manzano (Postdoctoral associate)

Shafigh Mehraeen (Postdoctoral associate)

Jeremy Moix (Postdoctoral associate)

Jie Ren (Postdoctoral associate)

James Witkoskie (Postgraduate)

Jianlan Wu (Postgraduate/Postdoctoral associate)

Dazhi Xu (Postdoctoral associate)

Xinliang Xu (Postdoctoral associate)

Shilong Yang (Postgraduate)

Alex Zhukov (Postdoctoral associate)