Carbon-Stock Estimation Using High-Resolution Remote Sensing Imagery at Universitas Padjadjaran: A Spatial–Temporal Analysis to Support Sustainable and Green Campus Initiatives
View on DOI 10.3390/su18126240
Irwan Ary Dharmawan
Head of Laboratory · Department of Geophysics, Universitas PadjadjaranHead of Laboratory · Universitas Padjadjaran
Works onDigital Rock PhysicsRemote SensingMachine Learning
31DocumentsScopus
8Top tierQ1 / high-impact journals
9h-indexScopus
157CitationsScopus
About
Computational geophysicist with two decades of academic work at Universitas Padjadjaran. Heads the DRPRS Lab, which studies transport in porous media with lattice Boltzmann simulation, image processing, and deep learning, and uses remote sensing for environmental and urban mapping across Indonesia. Supervises postgraduate research in physics and geophysics, and works with groups in Europe and the Middle East.
Publications
- Papers
- 37
- Published
- 34
- Under review
- 3
The Potential Use of a Land Trend Algorithm for Regional Landslide Mapping in Indonesia
View on DOI 10.3390/app16063090
Diffusive-scaling Lax–Wendroff lattice Boltzmann method on non-uniform grids: Theory, stability, and validation
Manuscript in review
Biosurfactant Activity and Biological Hydrocarbon Removal from Crude Oil by Bacillus paramycoides SB1
Manuscript in review
Pore-Scale Tortuosity Models for Permeability Prediction in Subsurface Energy Systems: A PRISMA-Guided Systematic Review
View on DOI 10.1016/j.egyr.2026.109508
The Lattice Boltzmann Method for Multicomponent Flows with High Viscosity Ratios: A Comprehensive Review
View on DOI 10.1063/5.0327883
Automated Mineral Identification: A Systematic Review of Machine Learning Models, Performance Benchmarks, and Future Challenges
View on DOI 10.1109/ACCESS.2026.3738150
A Dimensionless Morphological Framework for Permeability Prediction in Porous Rocks: Extending Kozeny–Carman with Coordination Number and Throat-Scale Corrections
Manuscript in review
A Lattice-Boltzmann-Calibrated Permeability Nomograph for Rough Caprock Fractures in CCUS Leakage Screening
View on DOI 10.1109/ACCESS.2026.3720339
Explainable Machine Learning for Sandstone Rock Typing: Triple-Anchor Convergence with Closed-Form Permeability Laws
View on DOI 10.1016/j.ceja.2026.101323
Integrating Lattice Boltzmann and Neural Networks for Modeling Transport Parameters in Porous Rocks: A Systematic Review
View on DOI 10.1016/j.rineng.2025.108688
A Comparative Study of Three-Dimensional Flow Based, Geometric, and Empirical Tortuosity Models in Carbonate and Sandstone Reservoirs
View on DOI 10.3390/app15137467
Enhanced Understanding of Fluid Flow and Effective Properties in Three-Dimensional Porous Rock Using Lattice Boltzmann Simulation and Image-Based Correlation Studies
View on DOI 10.1063/5.0268487
Quantifying Effective Fluid Transport in Fractured Sandstone using Image-Based Modeling and Lattice Boltzmann Simulation
View on DOI 10.1063/5.0291596
Residual Attention U-Net for Predicting Fluid Dynamics and Permeability in Two-Dimensional Digital Porous Rocks
View on DOI 10.1088/2632-2153/ae2564
Application of Machine Learning in Coordination Number Estimation for Reservoir Rock Extraction
Detection of Tree Cover Dynamic on Belitung Island using Random Forest Regression
View on DOI 10.29244/medkon.30.2.250
Integrating Remote Sensing and Street View Imagery with Deep Learning for Urban Slum Mapping: A Case Study from Bandung City
View on DOI 10.3390/app15148044
Object-Based Random Forest Approach for High-Resolution Mapping of Urban Green Space Dynamics in a University Campus
View on DOI 10.3390/app152413183
Estimating Two-Dimensional Physical Parameters of Digital Rocks using Deep Learning
View on DOI 10.1088/1402-4896/ad9d08
Application of Machine Learning for Estimating the Physical Parameters of Three-Dimensional Fractures
View on DOI 10.3390/app142412037
The Lattice Boltzmann Method and Image Processing Techniques for Effective Parameter Estimation of Digital Rock
View on DOI 10.3390/app14177509
Machine Learning Application of Two-Dimensional Fracture Properties Estimation
View on DOI 10.25299/jgeet.2023.8.02-2.13874
Machine Learning Prediction of Tortuosity in Digital Rock
View on DOI 10.25299/jgeet.2023.8.02-2.13875
A Study of Geometrical Effects on Permeability Estimation in Three-Dimensional Fractures Using the Lattice Boltzmann Method
View on DOI 10.37934/cfdl.15.12.118
A Study of Transfer Learning in Digital Rock Properties Measurement
View on DOI 10.1088/2632-2153/acf117
CitarumView: A Google Earth Engine–based Application for Citarum River Monitoring
View on DOI 10.1088/1755-1315/1266/1/012011
Remote Sensing and Cloud Computing Applications for Mapping Cereal Foodstuffs Agricultural Land in East Kalimantan, Indonesia
View on DOI 10.1063/5.0162636
Application of High-Resolution Remote-Sensing Data for Land Use Land Cover Mapping of University Campus
View on DOI 10.1155/2021/5519011
Fracture Analysis to Delineate Tectonic Evolution: Case Study at Ciherang, Bogor–Sukabumi, West Java, Indonesia
View on DOI 10.1088/1742-6596/1080/1/012036
Numerical Simulation of non-Newtonian Fluid Flows through Fracture Network
View on DOI 10.1088/1755-1315/29/1/012030
Controlling Groundwater System by Pattern Fracture Approach in Subsurface Volcanic Deposit: Mt. Salak–Mt. Pangrango, West Java, Indonesia
View on DOI 10.1088/1755-1315/29/1/012029
Determining the Robust Counterpart of Uncertain Spatial Optimization Model for Water Supply Allocation Problem
View on DOI 10.1063/1.4942985
An Effect of the Supercell Calculation on Muon Positions and Local Deformations of Crystal Structure in La2CuO4
View on DOI 10.1088/1742-6596/551/1/012051
Muon Site Estimation on La2CuO4 using Dipole Field and Density Functional Theory Calculation
View on DOI 10.1063/1.4820323
The Study of Characteristics of Ceramic Thermistor FeNixMn2−xO4
View on DOI 10.1063/1.4820298
Muon Sites Estimation in La2CuO4 and a New Vanadium Cluster Compound, V4S9Br4, using Electronic and Nuclear Dipole Field Calculations
View on DOI 10.1016/j.phpro.2012.04.051
Co-authors in the lab
Muhammad Aufaristama
7 papers together
Aldenia Alexandra
6 papers together
Benedicta Loveni Melkisedek
6 papers together
Yoevita Emeliana
6 papers together
Ardian Nurcahya
5 papers together
Budi Adiperdana
4 papers together
Cipta Endyana
4 papers together
Fadhillah Akmal
4 papers together
Intan Nurma Yulita
4 papers together
Rahmihafiza Hanafi
3 papers together
Rania Alifa Desenaldo
3 papers together
Mochamad Candra Wirawan Arief
2 papers together
Ahmad Wadi Muntashir
1 paper together
Safira Rahma Kartika
1 paper together
Aldenia Alexandra
6 papers together
Benedicta Loveni Melkisedek
6 papers together
Yoevita Emeliana
6 papers together
Ardian Nurcahya
5 papers together
Budi Adiperdana
4 papers together
Cipta Endyana
4 papers together
Fadhillah Akmal
4 papers together
Intan Nurma Yulita
4 papers together
Fatimah Az-Zahra
3 papers together
Muhammad I'tikafi Khoirul Haq
3 papers together
Rahmihafiza Hanafi
3 papers together
Rania Alifa Desenaldo
3 papers together
Mochamad Candra Wirawan Arief
2 papers together
Ahmad Wadi Muntashir
1 paper together
Safira Rahma Kartika
1 paper together
Tasya Aulia Dwinanda
1 paper together
History
2014 – present
Faculty Member · Department of Geophysics
Faculty of Mathematics and Natural Sciences, Universitas Padjadjaran
Heads the DRPRS Lab.
1997 – 2014
Faculty Member · Department of Physics
Faculty of Mathematics and Natural Sciences, Universitas Padjadjaran
2006
Doctor of Philosophy in Physics
Department of Physics, Institut Teknologi Bandung (ITB)
2002 – 2004
Master of Science in Industrial Mathematics
Fachbereich Mathematik, Technische Universität Kaiserslautern, Germany
1997 – 2000
Master of Science in Physics
Department of Physics, Institut Teknologi Bandung (ITB)
1991 – 1996
Bachelor of Science in Physics
Department of Physics, Universitas Padjadjaran
Fellowships
International research fellowships and visits across Asia, Europe, and North America.
2024
Research Fellow · Lattice Boltzmann Research Group
Karlsruhe Institute of Technology (KIT), Germany
2019
Research Fellow · Department of Physics
University of Durham, United Kingdom
2018
Research Fellow · Fachbereich Mathematik
Technische Universität Kaiserslautern, Germany
2011
Research Fellow · School of Chemical and Mechanical Engineering
University of Alberta, Edmonton, Canada
2010
Research Fellow · Department of Mechanical Engineering
Yonsei University, South Korea
2009
Research Fellow · School of Chemical Engineering
Nanyang Technological University, Singapore
2008 – 2009
Research Fellow · Riken Nishina Center
RIKEN, Japan
Recognition
Peer review
49 reviews for 12 international journals indexed in Scopus and Web of Science, verified on ORCID (last refreshed 2026).
ProcessesMDPI · ISSN 2227-9717
13
MathematicsMDPI · ISSN 2227-7390
7
Machine Learning: Science and TechnologyIOP Publishing · ISSN 2632-2153
5
Engineering Research ExpressIOP Publishing · ISSN 2631-8695
4
Results in EngineeringElsevier · ISSN 2590-1230
4
Applied SciencesMDPI · ISSN 2076-3417
3
Physica ScriptaIOP Publishing · ISSN 1402-4896
3
FluidsMDPI · ISSN 2311-5521
3
Physics of FluidsAIP Publishing · ISSN 1089-7666
3
Fractal and FractionalMDPI · ISSN 2504-3110
2
Measurement Science and TechnologyIOP Publishing · ISSN 0957-0233
1
Marine and Petroleum GeologyElsevier · ISSN 0264-8172
1