Benedict Leimkuhler is affiliated with the University of Edinburgh in the United Kingdom. Their research spans multiple fields, focusing primarily on computer science and mathematics. Within these disciplines, their work addresses several subfields including artificial intelligence, statistics and probability, statistical and nonlinear physics, atomic and molecular physics and optics, and molecular biology.
The main topics covered in their research include Markov chains and Monte Carlo methods, Gaussian processes and Bayesian inference, model reduction and neural networks, statistical methods and inference, stochastic processes and financial applications, Bayesian methods and mixture models, and quantum many-body systems.
Leimkuhler has contributed to publications in various scientific venues. Frequent venues where they have published include:
Among recent papers authored or coauthored by Leimkuhler are:
Collaborations play a significant role in Leimkuhler's research. Frequent coauthors include:
In recognition of their work, Benedict Leimkuhler was named a Fellow of the Royal Society of Edinburgh in 2014.
Benedict J Leimkuhler;Sebastian Reich
Charles William Gear;B. Leimkuhler;G. K. Gupta
Stephen D Bond;Benedict J Leimkuhler;Brian B Laird
Benedict Leimkuhler;Charles Matthews
Benedict J. Leimkuhler;Robert D. Skeel
Andreas Dullweber;Benedict Leimkuhler;Robert McLachlan
Peter Deuflhard;Jan Hermans;Benedict Leimkuhler;Alan E. Mark
C. Führer;B. J. Leimkuhler
Benedict Leimkuhler;Emad Noorizadeh;Florian Theil
Benedict Leimkuhler;Charles Matthews
Eric Barth;Krzysztof Kuczera;Benedict J. Leimkuhler;Robert D. Skeel
Xiaocheng Shang;Zhanxing Zhu;Benedict Leimkuhler;Amos Storkey
Benedict J. Leimkuhler;Sebastian Reich;Robert D. Skeel
Michele Di Pierro;Ron Elber;Benedict Leimkuhler
Benedict Leimkuhler;Charles Matthews;Gabriel Stoltz
B. Leimkuhler;L. R. Petzold;C. W. Gear
Benedict Leimkuhler;Charles Matthews
Weizhang Huang;Benedict Leimkuhler
Benedict Leimkuhler;Emad Noorizadeh;Oliver Penrose
B. Leimkuhler;S. Reich
Andrew Jones;Benedict Leimkuhler
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