Activities

Gilhan Kim, "Generalization error and variance peak in the spherical perceptron", KPS Spring Meeting 2024, Daejeon, Korea (April 23~26, 2024)

Ki-Won Kim, "Derivation of an efficient and thermodynamically consistent lattice Monte Carlo method for active particles", KPS Spring Meeting 2024, Daejeon, Korea (April 23~26, 2024)

Yongjae Oh, "Phase separation of active particles with chemokinesis and fuel depletion", KPS Spring Meeting 2024, Daejeon, Korea (April 23~26, 2024)

Euijoon Kwon, "Constructing a unified hierarchical relationship among thermodynamic inequalities", KPS Spring Meeting 2024, Daejeon, Korea (April 23~26, 2024)

Youngkyoung Bae,"Learning the underlying dynamics of underdamped Langevin systems via Bayesian neural networks", KPS Spring Meeting 2024, Daejeon, Korea (April 23~26, 2024)

Ki-Won Kim, "Thermodynamically consistent lattice Monte Carlo simulation for active particle system", APS March Meeting 2024, Minneapolis, USA (March 4–8, 2024)

Gilhan Kim, "Generalization error in the spherical perceptron", APS March Meeting 2024, Minneapolis, USA (March 4–8, 2024)

Gilhan Kim, "Tradeoff in Unsupervised Learning: Interplay of Model Error and Data Error", 17th Granada Seminar "Machine Learning and Physics: Quantum, Classical and Applications", Granada, Spain (September 12–15, 2023)

Ju-Yeon Gyhm, "The quantum advantage of quantum batteries", STATPHYS28, Tokyo, Japan (August 11, 2023)

Yongjoo Baek, "Emergence of symmetry-breaking tracer motility in dilute active fluids", STATPHYS28, Tokyo, Japan (August 11, 2023)

Yongjoo Baek, "Thermodynamically consistent active heat engines: entropy production, efficiency, and performance", YITP–YSF Symposium "Perspectives on Non-Equilibrium Statistical Mechanics: The 45th Anniversary Symposium of Yamada Science Foundation", Kyoto, Japan (August 4, 2023)

Yongjoo Baek, "Negative drag and object motility in active fluids: insights from mean-field analysis", Frontiers in nonequilibrium physics: active matter, topology, and beyond, Kyoto, Japan (August 2, 2023)

Yongjoo Baek, "Symmetry-breaking motility and diffusion of a porous object immersed in an active fluid", SigmaPhi 2023, Chania, Greece (July 12, 2023)

Ki-Won Kim, "Monte Carlo method for active particle dynamics with thermodynamic consistency", SigmaPhi 2023, Chania, Greece (July 12, 2023)

Gilhan Kim, "Tradeoff of generalization error in unsupervised learning", SigmaPhi 2023, Chania, Greece (July 10, 2023)

Yongjae Oh, "Thermodynamically consistent modeling of fuel-driven active engines: effects of the self-propulsion parity", 36th Marian Smoluchowski Symposium on Statistical Physics, Kraków, Poland (September 25, 2023)

Hojun Lee, "Emergent order in single-file active Ornstein-Uhlenbeck particles conditioned on dissipation",  36th Marian Smoluchowski Symposium on Statistical Physics, Kraków, Poland (September 25, 2023)

Yongjae Oh, "Efficiency at maximum power of fuel-consuming active heat engine: a thermodynamic perspective", STATPHYS28, Tokyo, Japan (August 8, 2023)

Euijoon Kwon, "Thermodynamic Uncertainty Relations with Arbitrary Odd-Parity Variables", STATPHYS28, Tokyo, Japan (August 8, 2023)

Yunsik Choe, "Motion of self-propelled particles in vibrated granular matter close to jamming", STATPHYS28, Tokyo, Japan (August 7, 2023)

Leonardo Garibaldi Rigon, "Symmetry-breaking motility induced by dense granular medium in a circular confinement", STATPHYS28, Tokyo, Japan (August 7, 2023)

Gilhan Kim, "Tradeoff behavior of generalization error in unsupervised learning", STATPHYS28, Tokyo, Japan (August 7, 2023)

Hojun Lee, "Collective phenomena of single-file active Ornstein–Uhlenbeck particles conditioned on active work", STATPHYS28, Tokyo, Japan (August 7, 2023)

Ki-Won Kim, "Thermodynamically consistent Monte Carlo algorithms for active matter systems", STATPHYS28, Tokyo, Japan (August 7, 2023)

Euijoon Kwon, "Unified hierarchical relationship between thermodynamic tradeoff relations", YITP–YSF Symposium "Perspectives on Non-Equilibrium Statistical Mechanics: The 45th Anniversary Symposium of Yamada Science Foundation", Kyoto, Japan (August 4, 2023)

Ki-Won Kim, "Thermodynamically consistent Monte Carlo Algorithm for Active Matter systems", "Frontiers in nonequilibrium physics: active matter, topology and beyond", Kyoto, Japan (August 1, 2023)

Hojun Lee, "Collective phenomena of single-file active Ornstein–Uhlenbeck particles conditioned on active work", "Frontiers in nonequilibrium physics: active matter, topology and beyond", Kyoto, Japan (August 1, 2023)

Leonardo Garibaldi Rigon, "Symmetry-breaking motility induced by dense granular medium in a circular confinement","Frontiers in nonequilibrium physics: active matter, topology and beyond", Kyoto, Japan (July 31, 2023)

Yongjae Oh, "Efficiency at maximum power of fuel-consuming active heat engine: a thermodynamic perspective", "Frontiers in nonequilibrium physics: active matter, topology and beyond", Kyoto, Japan (July 31, 2023)

Yunsik Choe, "Emergence of motile structures via symmetry breaking in active granular bath",Frontiers in nonequilibrium physics: active matter, topology and beyond", Kyoto, Japan (July 31, 2023)

Hojun Lee, "Dynamic phase transitions associated with the entropy production rate of single-file active Ornstein-Uhlenbeck particles", 2023 KPS Spring Meeting, Daejeon, South Korea (April 19, 2023)

Leonardo Garibaldi Rigon, "Formation of a traveling boundary cluster of active particles in a granular medium confined by circular boundaries", 2023 KPS Spring Meeting, Daejeon, South Korea (April 19, 2023)

Ki-Won Kim, "Monte Carlo simulation of active matter with thermodynamic consistency", 2023 KPS Spring Meeting, Daejeon, South Korea (April 19, 2023)