activity
20192022
most citedGaussian Process and Design of Experiments for Surrogate Modeling of Optical Properties of Fractal Aggregates

12 citations · 20 across the 5 of their papers we have counts for

collaborators

5 papers

cond-mat.stat-mech2022

A geometric conjecture about phase transitions

O. B. Ericok, J. K. Mason

As phenomena that necessarily emerge from the collective behavior of interacting particles, phase transitions continue to be difficult to predict using statistical thermodynamics.…

cond-mat.stat-mech2022★ 1 cited

Foundations of a Finite Non-Equilibrium Statistical Thermodynamics: Extrinsic Quantities

O. B. Ericok, J. K. Mason

Statistical thermodynamics is valuable as a conceptual structure that shapes our thinking about equilibrium thermodynamic states. A cloud of unresolved questions surrounding the fo…

cond-mat.stat-mech2021★ 4 cited

Configuration spaces of hard spheres

O. B. Ericok, K. Ganesan, J. K. Mason

Hard sphere systems are often used to model simple fluids. The configuration spaces of hard spheres in a three-dimensional torus modulo various symmetry groups are comparatively si…

cond-mat.stat-mech2021★ 3 cited

Quotient Maps and Configuration Spaces of Hard Disks

O. B. Ericok, J. K. Mason

Hard disks systems are often considered as prototypes for simple fluids. In a statistical mechanics context, the hard disk configuration space is generally quotiented by the action…

physics.optics2019★ 12 cited

Gaussian Process and Design of Experiments for Surrogate Modeling of Optical Properties of Fractal Aggregates

Ozan Burak Ericok, Atay Kaan Ozbek, Ali Taylan Cemgil +1

A systematic approach based on the principles of supervised learning and design of experiments concepts is introduced to build a surrogate model for estimating the optical properti…