Education

• 2001 ~ 2006 : Ph.D., Department of Physics, KAIST, Korea

• 1999 ~ 2001 : M.S., Department of Physics, KAIST, Korea

• 1995 ~ 1999 : B.S., Department of Physics, KAIST, Korea

Work Experience

• Present: Associate Professor, GIST, Korea

• 2008 ~ 2013 : Postdoctoral Researcher, Aalto University, Finland

• 2006 ~ 2008 : Postdoctoral Fellow, Northwestern University, USA

Research Interest 

• Many-body localization and quantum thermalization

• Many-body theory of ultracold atomic gases

• Dynamical mean-field theory and quantum impurity models

• Phase transitions and critical phenomena in complex systems

Publication 

• D. Mataragkas, A. Vasilopoulos, N. G. Fytas, and D.-H. Kim, "Transfer-matrix approach to the Blume-Capel model on the triangular lattice", arxiv.org/abs/2506.16483 .

• D. Mataragkas, A. Vasilopoulos, N. G. Fytas, and D.-H. Kim, "Tricriticality and Finite-Size Scaling in the Triangular Blume-Capel Ferromagnet", Physical Review Research 7, 013214 (2025). [arXiv.org]. (Editor's Suggestion)

• D. Kim, S. Paik, J. Park, S.-J. Hwang, S. Onoda, T. Ohshima, D.-H. Kim, and S.-Y. Lee, "Classification of Single-Photon Emitters in Confocal Fluorescence Microscope Images by Deep Convolutional Neural Networks", Advanced Quantum Technologies 7, 2400173 (2024).

• J. Kim, D. Kim, and D.-H, Kim, "Neural-Network Quantum State Study of the Long-Range Antiferromagnetic Ising Chain", Physical Review E 109, 064123 (2024). [arXiv.org]

• M. Kim and D.-H. Kim, "Slowest and Fastest Information Scrambling in the Strongly Disordered XXZ Model", Physical Review B 107, L220203 (2023). [arXiv.org]

• S. Hong and D.-H. Kim, "Tensor Network Calculation of the Logarithmic Correction Exponent in the XY model", Journal of the Physical Society of Japan 91, 084003 (2022). [arXiv.org]

• D. Kim and D.-H. Kim, "Emergence of a Finite-Size-Scaling Function in the Supervised Learning of the Ising Phase Transition", Journal of Statistical Mechanics: Theory and Experiment (2021) 023202. [arXiv.org]

• S. Hong and D.-H. Kim, "Logarithmic Finite-Size Scaling Correction to the Leading Fisher Zeros in the p-State Clock Model: A Higher-Order Tensor Renormalization Group Study", Physical Review E 101, 012124 (2020). [arXiv.org]

• J. Lee, D. Kim, and D.-H. Kim, "Typical Growth Behavior of the Out-of-Time-Ordered Commutator in Many-Body Localized Systems", Physical Review B 99, 184202 (2019). [arXiv.org]

• J.-H. Jeong, H. Park, D. Kim, and D.-H. Kim, "Magnetic Shell Structure of 2D-Trapped Fermi Gases in the Flat-Band Lieb Lattices", Applied Sciences 9, 365 (2019).

• D. Kim and D.-H. Kim, "Smallest Neural Network to Learn the Ising Criticality", Physical Review E 98, 022138 (2018). [arXiv.org]

• M. Jung and D.-H. Kim, "First-Order Transitions and Thermodynamic Properties in the 2D Blume-Capel Model: the Transfer Matrix Method Revisited", The European Physical Journal B 90, 245 (2017). [arXiv.org]

• D.-H. Kim, "Partition Function Zeros of the p-State Clock Model in the Complex Temperature Plane", Physical Review E 96, 052130 (2017). [arXiv.org]

• J. Lee and D.-H. Kim, "Induced Interactions in the BCS-BEC Crossover of Two-Dimensional Fermi Gases with Rashba Spin-Orbit Coupling", Physical Review A 95, 033609 (2017). [arXiv.org]

• J. Lee and D.-H. Kim, Comment on "Influence of Induced Interactions on Superfluid Properties of Quasi-Two-Dimensional Dilute Fermi Gases with Spin-Orbit Coupling'', Physical Review A 94, 067601 (2016). [arXiv.org]

• A. Julku, S. Peotta, T. Vanhala, D.-H. Kim, and P. Törmä, "Geometric Origin of Superfluidity in the Lieb Lattice Flat Band", Physical Review Letters 117, 045303 (2016). [arXiv.org]

• W. Kwak, J. Jeong, J. Lee, and D.-H. Kim, "First-Order Phase Transition and Tricritical Scaling Behavior of the Blume-Capel Model: A Wang-Landau Sampling Approach", Physical Review E 92, 022134 (2015). [arXiv.org]

• M. O. J. Heikkinen, D.-H. Kim, M. Troyer, and P. Törmä, "Nonlocal Quantum Fluctuations and Fermionic Superfluidity in the Imbalanced Attractive Hubbard Model", Physical Review Letters 113, 185301 (2014). [arXiv.org]

• A.-M. Visuri, D.-H. Kim, J. J. Kinnunen, F. Massel, and P. Törmä, "Moving Perturbation in a One-Dimensional Fermi Gas", Physical Review A 90, 051603(R) (2014). [arXiv.org]

• A. I. Väkeväinen, R. J. Moerland, H. T. Rekola, A.-P. Eskelinen, J.-P. Martikainen, D.-H. Kim, and P. Törmä, "Plasmonic Surface Lattice Resonances at the Strong Coupling Regime", Nano Letters 14, 1721 (2014). [cover] 

• M. O. J. Heikkinen, D.-H. Kim, and P. Törmä, "Finite-Temperature Stability and Dimensional Crossover of Exotic Superfluidity in Lattices", Physical Review B 87, 224513 (2013). [arXiv.org]

• D.-H. Kim, J. S. J. Lehikoinen, and P. Törmä, "Topological Transitions of Gapless Paired States in Mixed-Geometry Lattices", Physical Review Letters 110, 055301 (2013). [arXiv.org]

• D.-H. Kim and P. Törmä, "Fulde-Ferrell-Larkin-Ovchinnikov State in the Dimensional Crossover between One- and Three-Dimensional Lattices", Physical Review B 85, 180508(R) (2012). [arXiv.org]

• N. Carlson, D.-H. Kim, and A. E. Motter, "Sample-to-Sample Fluctuations in Real Network Ensembles", Chaos 21, 025105 (2011). [arXiv.org]

• D.-H. Kim, J. J. Kinnunen, J.-P. Martikainen, and P. Törmä, "Exotic Superfluid States of Lattice Fermions in Elongated Traps", Physical Review Letters 106, 095301 (2011). [arXiv.org]

• D.-H. Kim, P. Törmä, and J.-P. Martikainen, "Induced Interactions for Ultracold Fermi Gases in Optical Lattices", Physical Review Letters 102, 245301 (2009). [arXiv.org]

• D.-H. Kim and A. E. Motter, "Slave Nodes and the Controllability of Metabolic Networks", New Journal of Physics 11, 113047 (2009). [arXiv.org]

• D.-H. Kim and A. E. Motter, "Fluctuation-Driven Capacity Distribution in Complex Networks", New Journal of Physics 10, 053022 (2008). [arXiv.org]

• D.-H. Kim and A. E. Motter, "Resource Allocation Pattern in Infrastructure Networks", Journal of Physics A: Mathematical and Theoretical 41, 224019 (2008). [arXiv.org]

• D.-H. Kim and A. E. Motter, "Ensemble Averageability in Network Spectra", Physical Review Letters 98, 248701 (2007). [arXiv.org]

• D.-H. Kim, Y.-C. Lin, and H. Rieger, "Path Integral Monte Carlo Study of the Interacting Quantum Double-Well Model: Quantum Phase Transition and Phase Diagram", Physical Review E 75, 016702 (2007). [arXiv.org]

• D.-H. Kim and H. Jeong, "Inhomogeneous Substructures Hidden in Random Networks", Physical Review E 73, 037102 (2006). [arXiv.org]

• D.-H. Kim, E. Shapir, H. Jeong, D. Porath, and J. Yi, "Complex Ion-Distribution Induced Contrast Reversal in STM Imaging of DNA", Physical Review B 73, 235416 (2006).

• D.-H. Kim and H. Jeong, "Systematic Analysis of Group Identification in Stock Markets", Physical Review E 72, 046133 (2005). [arXiv.org]

• D.-H. Kim, B. J. Kim, and H. Jeong, "Universality Class of Fiber Bundle Model on Complex Networks", Physical Review Letters 94, 025501 (2005). [arXiv.org]

• D.-H. Kim, J. D. Noh, and H. Jeong, "Scale-Free Trees: the Skeletons of Complex Networks", Physical Review E 70, 046126 (2004). [arXiv.org]

• D.-H. Kim, S.-W. Son, Y.-Y. Ahn, P.-J. Kim, Y.-H. Eom, and H. Jeong, "Underlying Scale-Free Trees in Complex Networks", Progress of Theoretical Physics Supplement 157, 213 (2005).

• D.-H. Kim and H. Jeong, "Scale-Free Spanning Trees of Complex Networks", J. Korean Phys. Soc. 44, 624 (2004). 

• S.-W. Son, D.-H. Kim, Y.-Y. Ahn, H. Jeong, "Response Network Emerging from Simple Perturbation", J. Korean Phys. Soc. 44, 628 (2004).

• H.-W. Lee, H.-S. Sim, D.-H. Kim, and K. J. Chang, "Towards Unified Understanding of Conductance of Stretched Monatomic Contacts", Physical Review B 68, 075424 (2003). [arXiv.org]

• D.-H. Kim and K. J. Chang, "Electron Transport in Telescoping Carbon Nanotubes", Physical Review B 66, 155402 (2002). 

• D.-H. Kim, Y.-H. Kim, and K. J. Chang, "Conductance Calculation in Carbon Nanotube Devices", Sae Mulli (The Korean Physical Society) 44, 149 (2002).

• D.-H. Kim, H.-S. Sim, and K. J. Chang, "Electron Transport in Carbon Nanotubes Encapsulating Fullerenes", AIP Conference Proceeding 590, 169 (2001).

• D.-H. Kim, H.-S. Sim, and K. J. Chang, "Electronic and Transport Properties of Single-Wall Carbon Nanotubes Encapsulating Fullerene-Based Structures", Physical Review B 64, 115409 (2001). [erratum]