Publications

Tagged by which layer of the question each paper belongs to. The full record with citation counts is on Google Scholar.

2024

An inversion problem for optical spectrum data via physics-guided machine learning H. Park, J. H. Park, J. Hwang Scientific Reports 14(1), 9042 Function

Solving inverse problems using normalizing flow prior: application to optical spectra J. H. Park, J. Lee, J. Hwang Physical Review B 109(16), 165130 Function

2021

Electron-boson spectral density functions of cuprates obtained from optical spectra via machine learning H. Park, J. H. Park, J. Hwang Physical Review B 104(23), 235154 Function

Impact of prior knowledge, learning style, and problem nature on student performance in a flipped engineering mathematics class N. J. U. Kim, J. H. Park, S. E. Lee, D. Timpilis International Journal of Engineering Education 37(4), 960–974 Education

2013

Particle filtering for estimating synchronous machine trajectories J. H. Park, V. Chikkerur, N. S. Namachchivaya, P. W. Sauer Journal of Electrical and Control Engineering 3(1), 19–27 State

2011

Efficient nonlinear filtering of a singularly perturbed stochastic hybrid system J. H. Park, B. Rozovskii, R. B. Sowers LMS Journal of Computation and Mathematics 14, 254–270 State

Particle filters in a multiscale environment: homogenized hybrid particle filter J. H. Park, N. S. Namachchivaya, H. C. Yeong Journal of Applied Mechanics 78(6), 061001 State

Particle filters in a multiscale environment: with application to the Lorenz-96 atmospheric model H. C. Yeong, J. H. Park, N. S. Namachchivaya Stochastics and Dynamics 11(02n03), 569–591 State

2010

Dimensional reduction in nonlinear filtering J. H. Park, R. B. Sowers, N. S. Namachchivaya Nonlinearity 23(2), 305–324 State

2009

Multiscale dynamics and information: some mathematical challenges N. S. Namachchivaya, K. Onu, J. H. Park, R. B. Sowers Stochastic Methods in Mechanics: Status and Challenges, 39 State

2008

A problem in stochastic averaging of nonlinear filters J. H. Park, N. S. Namachchivaya, R. B. Sowers Stochastics and Dynamics 8(03), 543–560 State

2007

Stochastic averaging and optimal prediction J. H. Park, N. S. Namachchivaya, N. Neogi Journal of Vibration and Acoustics 129(6), 803–807 State

2005

Stochastic dynamics of impact oscillators N. S. Namachchivaya, J. H. Park Journal of Applied Mechanics 72(6), 862–870 State