Publications: DR Amin Alibakhshi
Bush A, Alibakhshi A
(
2025
)
.
Bridging the Early Science Gap with Artificial Intelligence
.
Conference:
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems1
-
6
.
Bush A, Alibakhshi A
(
2025
)
.
Bridging the Early Science Gap with Artificial Intelligence: Evaluating Large Language Models as Tools for Early Childhood Science Education
.
Steffen J, Alibakhshi A
(
2024
)
.
Hydrogen diffusion on Ni(100): A combined machine-learning, ring polymer molecular dynamics, and kinetic Monte Carlo study
.
The Journal of Chemical Physics
vol.
161
,
(
18
)
Alibakhshi A, Schäfer LV
(
2024
)
.
On the Theoretical Quantification of Radii of Atoms in Molecules
.
The Journal of Physical Chemistry A
vol.
128
,
(
32
)
6819
-
6823
.
Alibakhshi A, Schäfer LV
(
2024
)
.
Electron iso-density surfaces provide a thermodynamically consistent representation of atomic and molecular surfaces
.
Nature Communications
vol.
15
,
(
1
)
Alibakhshi A, Steffen J, Pinilla C, Hartke B
(
2023
)
.
Comparison of Implicit and Explicit Solvent Approaches in Ab Initio Evaluation of Thermochemistry in Solution: Application in Studying Boron Isotope Fractionation in Water
.
The Journal of Physical Chemistry A
vol.
127
,
(
11
)
2503
-
2510
.
Alibakhshi A, Hartke B
(
2022
)
.
Dependence of Vaporization Enthalpy on Molecular Surfaces and Temperature: Thermodynamically Effective Molecular Surfaces
.
Physical Review Letters
vol.
129
,
(
20
)
Alibakhshi A, Schäfer LV
(
2022
)
.
Accurate evaluation of combustion enthalpy by ab-initio computations
.
Scientific Reports
vol.
12
,
(
1
)
Alibakhshi A, Hartke B
(
2022
)
.
Implicitly perturbed Hamiltonian as a class of versatile and general-purpose molecular representations for machine learning
.
Nature Communications
vol.
13
,
(
1
)
Alibakhshi A, Hartke B
(
2021
)
.
Improved prediction of solvation free energies by machine-learning polarizable continuum solvation model
.
Nature Communications
vol.
12
,
(
1
)
Alibakhshi A, Hartke B
(
2021
)
.
Evaluation of the Temperature Dependence of Vaporization Enthalpy and its Correlation with Surface Tension by Machine Learning and Predictive Correlations
.
Alibakhshi A, Hartke B
(
2021
)
.
Improved Prediction of Solvation Free Energies by Machine-Learning Polarizable Continuum Solvation Model
.
Alibakshi A
(
2018
)
.
Strategies to develop robust neural network models: Prediction of flash point as a case study
.
Analytica Chimica Acta
vol.
1026
,
69
-
76
.
Soleimani A, Araghi H, Zabihi Z, Alibakhshi A
(
2018
)
.
A comparative study of molecular dynamics simulation methods for evaluation of the thermal conductivity and phonon transport in Si nanowires
.
Computational Materials Science
vol.
142
,
346
-
354
.
Alibakhshi A
(
2017
)
.
Enthalpy of vaporization, its temperature dependence and correlation with surface tension: A theoretical approach
.
Fluid Phase Equilibria
vol.
432
,
62
-
69
.
Alibakhshi A, Mirshahvalad H, Alibakhshi S
(
2017
)
.
Prediction of flash points of pure organic compounds: Evaluation of the DIPPR database
.
Process Safety and Environmental Protection
vol.
105
,
127
-
133
.
Alibakhshi A, Mirshahvalad H, Alibakhshi S
(
2016
)
.
Correction to “A Modified Group Contribution Method for Accurate Prediction of Flash Points of Pure Organic Compounds”
.
Industrial & Engineering Chemistry Research
vol.
55
,
(
14
)
4099
-
4099
.
Alibakhshi A, Mirshahvalad H, Alibakhshi S
(
2016
)
.
Correction to “A Modified Group Contribution Method for Accurate Prediction of Flash Points of Pure Organic Compounds”
.
Industrial & Engineering Chemistry Research
vol.
55
,
(
8
)
2504
-
2504
.
Alibakhshi A, Mirshahvalad H, Alibakhshi S
(
2015
)
.
A Modified Group Contribution Method for Accurate Prediction of Flash Points of Pure Organic Compounds
.
Industrial & Engineering Chemistry Research
vol.
54
,
(
44
)
11230
-
11235
.
Alibakhshi A, Mirshahvalad H, Alibakhshi S
(
2014
)
.
Investigating the Mechanism of Effect of Carbon Nanotubes on Flame Spread Over Liquid Fuels
.
Fire Technology
vol.
51
,
(
4
)
759
-
770
.
Alibakhshi A, Hartke B
.
Evaluation of the Temperature Dependence of Vaporization Enthalpy and its Correlation with Surface Tension by Machine Learning and Predictive Correlations
.
Alibakhshi A
.
High precision evaluation of the combustion enthalpy by ab-intio computations
.
Alibakhshi A, Steffen J
.
Hydrogen diffusion on Ni(100): A Combined Machine-Learning, Ring Polymer Molecular Dynamics, and Kinetic Monte Carlo Study
.
Alibakhshi A, Hartke B
.
Implicitly perturbed Hamiltonian: a class of versatile and general-purpose molecular representations for machine leaning
.
Alibakhshi A, Hartke B
.
Implicitly perturbed Hamiltonian: a class of versatile and general-purpose molecular representations for machine learning
.
Alibakhshi A, Hartke B
.
Improved Prediction of Solvation Free Energies by Machine-Learning Polarizable Continuum Solvation Model
.
Alibakhshi A
.
On the Relativistic Nature of Light: From the Relativistic Interpretation of Planck’s Equation to Theoretical Estimation of Photon’s Intrinsic Properties
.
Alibakhshi A, Schäfer LV
.
Reconciling Experiment with Quantum Chemical Calculations: Electron Iso-Density Surfaces Represent Atomic and Molecular Surfaces
.
Alibakhshi A, Schäfer LV
.
Theoretical Evaluation of Radii of Atoms in Molecules and their Dependence on Atomic Partial Charge
.
Alibakhshi A, Hartke B, Steffen J, Pinilla C
.
Theoretical evaluation of equilibrium constant for boron isotopes exchange between boric acid and borate in pure and saline water
.
Alibakhshi A, Schäfer LV
.
Thermodynamically Consistent Atomic Radii of Main Group Elements
.
Alibakhshi A, hartke B
.
Thermodynamically effective molecular surfaces for more efficient study of condensed-phase thermodynamics
.