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
DRPRS · Universitas Padjadjaran
Digital Rock Physics & Remote Sensing Lab
From grains to landscapes. We turn image data into quantitative understanding of the Earth, from flow simulations in reservoir rocks to deep learning on satellite images.
Published papers27
Under review+3
Top-tier articles8
Web apps9
Team members15
27 +3 in reviewPublished papers
8Top-tier articles
9Web apps live
15Team members
We are hosting
The 2nd iRocks Workshop 2026
Rock Physics and Beyond: From Pore to Production
The Indonesian Rock Physics Society returns for a full day of deep technical talks, where academics and practitioners discuss the same rocks.
- Sumedang, West Java
- Keynote by Jörg Herwanger
- 100 selected participants
- Includes a DRPRS lab visit
We are hosting
THU · 19 NOV 2026
The 2nd iRocks Workshop
Rock Physics and Beyond: From Pore to Production
- Sumedang, West Java
- 100 selected participants
- Keynote by Jörg Herwanger
- Includes a DRPRS lab visit
About the lab
Image-driven science across scales.
A computational earth-science group at Universitas Padjadjaran. We build physics-based and data-driven methods that turn images into numbers, from micro-CT rock scans to satellite views.
A computational earth-science group at Universitas Padjadjaran. We pull numbers from micro-CT and satellite images.
Digital Rock Physics
Permeability, porosity, and tortuosity of carbonates, sandstones, and fractured media, for reservoir characterisation, groundwater flow, and CO₂ storage.
Permeability, porosity and tortuosity of rocks, for reservoirs, groundwater and CO₂ storage.
Remote Sensing
Land use and land cover, environmental change, and urban dynamics across Indonesia, from high-resolution satellite imagery.
Land cover, environmental change and urban dynamics across Indonesia.
How we work
Rigorous computation, open data, and real Indonesian field problems, and we train students to thrive where they meet.
Rigorous computation, open data and real Indonesian field problems.
Research areas
See related publications
Two themes, one computational toolkit.
Both tracks share the same methods and code, from pore networks to country-scale land-cover maps.
Lattice Boltzmann solver
Digital Rock Physics
Pore-scale flow and transport in 2D and 3D digital rocks, with lattice Boltzmann, image processing, and neural-network surrogates.
Pore-scale flow and transport in 2D and 3D digital rocks, with lattice Boltzmann.
PermeabilityTortuosityCarbonate & SandstoneDeep Learning
Google Earth Engine
Remote Sensing & Geospatial AI
Cloud and AI analysis of satellite and street-view images for land-use mapping, environmental monitoring, and urban analytics.
AI analysis of satellite and street-view images for land use and urban analytics.
Random ForestLULC MappingUrban AnalyticsChange Detection
Residual Attention U-Net
Machine & Deep Learning
U-Nets, residual attention, transfer learning, and tree-based models for both research tracks.
U-Nets, attention models and transfer learning for both tracks.
U-NetAttention ModelsTransfer LearningSurrogate Models
Citarum River basin
Indonesian Earth Systems
Applied studies in the Citarum River, Belitung Island, East Kalimantan, urban Bandung, and landslide-prone areas nationwide.
Applied studies from the Citarum River to landslide-prone areas.
CitarumBelitungBandungLandslides
Publications
Peer-reviewed work, 2016 – 2026.
Each entry links to its DOI. Papers under review show the target venue.
Cumulative output
From one paper to thirty.
- Before
- Added that year
- Under review
+1
+0
+1
+0
+6
+2
+9
+11
- Top 8
- Q1 9
- Q2 3
- Q3 2
- Q4 9
- Top tier Q1826%
- Q1929%
- Q2310%
- Q326%
- Q4929%
The Lattice Boltzmann Method for Multicomponent Flows with High Viscosity Ratios: A Comprehensive Review
View on DOI
10.1063/5.0327883
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
Automated Mineral Identification: A Systematic Review of Machine Learning Models, Performance Benchmarks, and Future Challenges
View on DOI
10.1109/ACCESS.2026.3738150
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
No publications match your search.
Pore-Scale Tortuosity Models for Permeability Prediction in Subsurface Energy Systems: A PRISMA-Guided Systematic Review
Rock PhysicsTop tier
DOI
Carbon-Stock Estimation Using High-Resolution Remote Sensing Imagery at Universitas Padjadjaran: A Spatial–Temporal Analysis to Support Sustainable and Green Campus Initiatives
Remote SensingTop tier
DOI
The Lattice Boltzmann Method for Multicomponent Flows with High Viscosity Ratios: A Comprehensive Review
Rock Physics
DOI
Diffusive-scaling Lax–Wendroff lattice Boltzmann method on non-uniform grids: Theory, stability, and validation
Rock PhysicsUnder review
Web apps
9 apps live
Earth observation tools, open to everyone.
Dashboards that turn satellite data into interactive maps and analytics. Built by the lab, hosted on our research server at Unpad.
CitarumView
Tracks vegetation, water, soil, and surface temperature changes in the Citarum watershed, using Google Earth Engine.
grid.unpad.ac.id/~citarumview
MataBDG
"Mata Bandung": an Earth observation dashboard for land cover and urban dynamics in metropolitan Bandung.
grid.unpad.ac.id/~matabdg
Matajabar
"Mata Jabar": a remote sensing dashboard with multi-temporal satellite analysis across West Java province.
grid.unpad.ac.id/~matajabar
Jagawana Padjadjaran
Forest and green-space monitoring for the Unpad campus and nearby conservation areas.
grid.unpad.ac.id/~jgp
Bentala Aksa
Earth-and-sky observation: satellite and atmospheric data for environmental monitoring.
grid.unpad.ac.id/~ba
Indraja Buana
A remote sensing portal for the whole Indonesian archipelago.
grid.unpad.ac.id/~ijb
DyLand
Detects land-cover and land-use change from satellite time series.
grid.unpad.ac.id/~dyland
JEMS
Environmental monitoring on cloud geospatial computing.
grid.unpad.ac.id/~jems
Antaru-id
Geospatial monitoring of Indonesia's environment and land use.
grid.unpad.ac.id/~antaru-id
CitarumViewVegetation, water, soil and surface temperature in the Citarum watershed.
MataBDGLand cover and urban dynamics in metropolitan Bandung.
MatajabarMulti-temporal satellite analysis for West Java.
DyLandLand-cover and land-use change from satellite time series.
Jagawana PadjadjaranForest and green-space monitoring for the Unpad campus.
Bentala AksaSatellite and atmospheric data for environmental monitoring.
Indraja BuanaA remote sensing portal for the whole Indonesian archipelago.
JEMSEnvironmental monitoring on cloud geospatial computing.
Antaru-idMonitors Indonesia's environment and land use.
Team
The people behind the science.
Faculty, postgraduates, students, and outside collaborators in computational earth science.
Rock Physics
Remote Sensing
Researchers
3 membersResearch associates
5 membersStudents
6 members
AW
Ahmad Wadi MuntashirPh.D in Physics · Rock Physics
AN
SRAzkia Najma FirdausM.Sc in Physics · Rock Physics
Safira Rahma KartikaM.Sc in Physics · Rock Physics
AR
Auralia Rasida YahyaM.Sc in Physics · Remote Sensing
AS
Arya SamudraUndergraduate · Rock Physics
LT
Luthfi Tanton AtthaillahUndergraduate · Rock Physics
Alumni
10 graduatesPh.D
- Dr. Cipta Endyana Faculty of Geological Engineering, Unpad · Remote Sensing
- Dr. Budi Adiperdana Rock Physics
Master
- Muhammad I'tikafi Khoirul Haq, M.Si Rock Physics
- Fatimah Az-Zahra, M.Si Rock Physics
- Aldenia Alexandra, M.Si Rock Physics
- Fadhillah Akmal, M.Si Rock Physics
- Ardian Nurcahya, M.Si Rock Physics
- Abdul Muis, M.I.R Rock Physics
- Rika Rachmawati, M.I.R Remote Sensing
- Tasya Aulia Dwinanda, M.Si Rock Physics
Team
The people behind the science.
Researchers
3 members
MAMuhammad AufaristamaGeoscience, UAE University · Remote Sensing
INIntan Nurma YulitaComputer Science, Unpad · Rock Physics
MCMochamad Candra W. AriefFisheries & Marine Sciences, Unpad · Remote Sensing
Research associates5 members
- Benedicta Loveni Melkisedek · Rock Physics
- Yoevita Emeliana · Rock Physics
- Fadhillah Akmal · Rock Physics
- Rahmihafiza Hanafi · Remote Sensing
- Rania Alifa Desenaldo · Remote Sensing
Students6 members
- Ahmad Wadi Muntashir · Ph.D in Physics
- Azkia Najma Firdaus · M.Sc in Physics
- Safira Rahma Kartika · M.Sc in Physics
- Auralia Rasida Yahya · M.Sc in Physics
- Arya Samudra · Undergraduate
- Luthfi Tanton Atthaillah · Undergraduate
Alumni2 Ph.D · 8 Master
- Dr. Cipta Endyana · Geological Engineering, Unpad
- Dr. Budi Adiperdana
- Muhammad I'tikafi Khoirul Haq, M.Si
- Fatimah Az-Zahra, M.Si
- Aldenia Alexandra, M.Si
- Fadhillah Akmal, M.Si
- Ardian Nurcahya, M.Si
- Abdul Muis, M.I.R
- Rika Rachmawati, M.I.R · Remote Sensing
- Tasya Aulia Dwinanda, M.Si
Partners
International partners.
From Europe to the Gulf and Southeast Asia.
5Universities
4Countries
Contact
Study the Earth
Study the Earth
with us.
We welcome students, visiting researchers, and industry partners in digital rock physics, remote sensing, or applied AI for earth systems.
Students, visiting researchers and industry partners: ask about theses, projects or web apps.