16. Machine learning assisted simulations of materials thermodynamics
The Minerals, Metals & Materials Society (TMS) Annual Meeting, Anaheim, CA, U.S.A.
February - March 2022
15. Machine learning assisted studies of materials properties
III Brazilian Meeting on Statistical Physics (ENFE 21), Brazil (virtual)
November 2021
14. Machine learning assisted simulations of materials properties
IX International Conference on Coupled Problems in Science and Engineering (COUPLED 2021), Chia Laguna, Italy (virtual)
June 2021
13. From Monte Carlo to machine learning: how computational methods advance the study of statistical physics
Center for Simulational Physics 34th Annual Workshop Invited Talk and Department of Physics and Astronomy Colloquium, University of Georgia, Athens, GA, U.S.A. (virtual)
February 2021
12. Machine learning assisted Monte Carlo methods for the studies of materials properties
31st IUPAP Conference on Computational Physics (CCP2019), Sha Tin, Hong Kong
July - August 2019
11. Machine learning assisted Monte Carlo methods for the studies of materials properties
X Brazilian Meeting on Simulational Physics, Ouro Preto, Minas Gerais, Brazil
July 2019
10. Combining machine learning and Monte Carlo methods for the studies of finite temperature materials properties
Computational Data Science Approaches for Materials Conference, Los Alamos National Laboratory, Los Alamos, NM, U.S.A.
April 2019
9. Machine learning in condensed matter physics: recent advances and opportunities
85th Meeting of the Southeast Section of the American Physical Society, Knoxville, TN, U.S.A.
November 2018
8. Model Hamiltonian construction from materials properties
Workshop on Machine Learning and Informatics for Chemistry and Materials, Telluride Science Research Center, Telluride, CO, U.S.A.
October 2018
7. The road to exascale computing - perspectives from a computational physicist
Department colloquium, Department of Physics and Astronomy, University of Georgia, Athens, GA, U.S.A.
February 2018
6. Scalable and efficient multicanonical algorithms for first-principles based Monte Carlo simulations
IPAM Workshop on Optimization and Optimal Control for Complex Energy and Property Landscapes, University of California Los Angeles, Los Angeles, CA, U.S.A.
October 2017
5. Recent advances in accelerated Monte Carlo algorithms
IX Brazilian Meeting on Simulational Physics, Natal, Brazil
August 2017
4. Scalable and efficient first-principles based Monte Carlo simulations on high performance computers
[Keynote Talk in Computational Statistical Mechanics Session]XXX IUPAP Conference on Computational Physics (CCP2017), Paris, France
July 2017
3. Computer simulations on high performance supercomputers
Department colloquium, Department of Physics, Stetson University, DeLand, FL, U.S.A.
October 2016
2. First principles based statistical mechanics on high performance computers
Center for Simulational Physics 28th Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2015
1. Recent developments in Monte Carlo simulations toward high performance parallel computing
Department colloquium, Department of Physics, Wake Forest University, Winston-Salem, NC, U.S.A.
November 2014
24. Accelerating Multicanonical Sampling with Irreversibility
Center for Simulational Physics 35th Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2022
23. Smart random walks for accelerated Monte Carlo simulations
American Physical Society March Meeting, online.
March 2021
22. Machine learning assisted studies of materials properties
Center for Simulational Physics 33rd Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2020
21. Directed random walks and global updates for improved convergence in multicanonical Monte Carlo algorithms
American Physical Society March Meeting, Boston, MA, U.S.A.
March 2019
20. OWL - A Scalable Monte Carlo Suite for Finite Temperature Study of Materials
Center for Simulational Physics 32nd Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2019
19. A computational framework for model Hamiltonian construction from materials properties
XXIX IUPAP Conference on Computational Physics (CCP2018), Davis, CA, U.S.A.
July 2018
18. Accelerated histogram-free multicanonical Monte Carlo algorithm for the basis expansion of density of states
American Physical Society March Meeting, Los Angeles, CA, U.S.A.
March 2018
17. Porting Monte Carlo applications to the Summit supercomputer
Center for Simulational Physics 31st Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2018
16. A histogram-free multicanonical Monte Carlo algorithm for the basis expansion of density of states
Platform for Advanced Scientific Computing (PASC17), Lugano, Switzerland
June 2017
15. OWL: A scalable Monte Carlo simulation suite for finite-temperature study of materials
American Physical Society March Meeting, New Orleans, LA, U.S.A.
March 2017
14. Efficient, histogram-free Wang-Landau sampling for the construction of analytical density of states
Center for Simulational Physics 30th Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2017
13. "Binless Wang-Landau sampling" - a multicanonical algorithm without histograms
Center for Simulational Physics 29th Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2016
12. Density functional theory based statistical mechanics for finite temperature magnetism
Workshop on Stochastic Methods in Electronic Structure Theory, Telluride Science Research Center, Telluride, CO, U.S.A.
June 2015
11. Replica-exchange Wang-Landau sampling for the study of spin systems
American Physical Society March Meeting, Denver, CO, U.S.A.
March 2014
10. Performance analysis for replica-exchange Wang-Landau sampling
Center for Simulational Physics 27th Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2014
9. Scalability and performance analysis for replica-exchange Wang-Landau sampling
SIAM Conference on Parallel Processing and Scientific Computing, Portland, OR, U.S.A.
February 2014
8. Generic parallel Wang-Landau sampling for complex systems
American Physical Society March Meeting, Baltimore, MD, U.S.A.
March 2013
7. Generic transition hierarchies of lattice HP protein adsorption: A Wang-Landau study
American Physical Society March Meeting, Boston, MA, U.S.A.
February - March 2012
6. Generic transition hierarchies of lattice HP protein adsorption: A Wang-Landau study
Center for Simulational Physics 25th Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2012
5. Surface adsorption of lattice HP proteins: studies on thermodynamics and structural transitions using Wang-Landau sampling
Conference on Computational Physics (CCP 2011), Gatlinburg, TN, U.S.A.
October - November 2011
4. Thermodynamics and structural properties of surface adsorption of lattice proteins
American Physical Society March Meeting, Dallas, TX, U.S.A.
March 2011
3. Thermodynamics of lattice proteins interacting with an adsorbing surface
XXIV IUPAP International Conference on Statistical Physics (Statphys24), Cairns, QLD, Australia
July 2010
2. Numerical integration using Wang-Landau sampling
American Physical Society March Meeting, Denver, CO, U.S.A.
March 2007
1. Numerical integration using Wang-Landau sampling
Center for Simulational Physics 20th Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2007
Machine-learning accelerated studies of materials with high-performance and edge computing
2021 Smoky Mountains Computational Sciences and Engineering Conference, TN, U.S.A. (virtual)
October 2021
2015 Smoky Mountains Computational Sciences and Engineering Conference, Gatlinburg, TN, U.S.A.
September 2015
Density functional theory based statistical mechanics for finite temperature magnetism
Workshop on Stochastic Methods in Electronic Structure Theory, Telluride Science Research Center, Telluride, CO, U.S.A.
June 2015
Monte Carlo simulations of HP protein adsorption within confined space between two attractive surfaces
Center for Simulational Physics 24th Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2011
Wang-Landau sampling of protein adsorption using HP model
Center for Simulational Physics 24th Annual Workshop, University of Georgia, Athens, GA, U.S.A.
February 2011
Tutorial on machine learning for physicists
III Brazilian Meeting on Statistical Physics (ENFE 21), Brazil (virtual)
November 2021
Classical yet modern: recent advances and applications of Monte Carlo simulations in statistical physics
Materials Theory Group meeting, Oak Ridge National Laboratory, Oak Ridge, TN, U.S.A.
August 2018
A mini course: replica-exchange Wang-Landau sampling [Tutorial lectures II and III]
IX Brazilian Meeting on Simulational Physics, Natal, Brazil
August 2017
Generic structural transition hierarchies for protein adsorption: Insights from Wang-Landau simulation of the HP lattice proteins
Materials Theory Group meeting, Oak Ridge National Laboratory, Oak Ridge, TN, U.S.A.
September 2012
An experience sharing on effective research and time management for graduate students
Center for Simulational Physics seminar, University of Georgia, Athens, GA, U.S.A.
July 2012
Speeding up Wang-Landau simulation of lattice model proteins using GPUs (in "CUDA Research Fast Forward")
NVIDIA booth, International Conference for High Performance Computing, Networking, Storage and Analysis (SC11), Seattle, WA, U.S.A.
November 2011 [slides; video (my presentation starts at 00:44)]
Thermodynamics and structural transformations of lattice HP proteins adsorption: A Wang-Landau study
Center for Simulational Physics seminar, University of Georgia, Athens, GA, U.S.A.
September 2011
Thermodynamics and structural properties of surface adsorption of lattice proteins
Department of Physics, Virginia Polytechnic Institute and State University, Blacksburg, VA, U.S.A.
April 2011
A short tour of Python
Center for Simulational Physics seminar, University of Georgia, Athens, GA, U.S.A.
April 2010
First steps to GPU programming
Center for Simulational Physics seminar, University of Georgia, Athens, GA, U.S.A.
September 2009
Quantum entanglement in symmetric Anderson impurity model
Center for Simulational Physics seminar, University of Georgia, Athens, GA, U.S.A.
July 2008