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Willy Satrio Nugroho

Brawijaya University

Jl. Mayjend Haryono, 167

Malang, 65145

Indonesia

  • Brawijaya University

SCHOLARLY PAPERS

13

DOWNLOADS

644

TOTAL CITATIONS

0

Scholarly Papers (13)

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1.

Physics-Informed Neural Network for Temperature-Dependent Gas Flow Modeling in Alkaline Electrolyzers

Downloads 144 (521,245)

Physics-Informed Neural Network for Temperature-Dependent Gas Flow Modeling in Alkaline Electrolyzers

Number of pages: 20 Posted: 25 Nov 2025
Willy Satrio Nugroho, Purnami Purnami, Abdul Mudjib Sulaiman Wahid and I.N.G. Wardana
Brawijaya University, Brawijaya University, Nanyang Technological University and Brawijaya University
Downloads 74 (871,518)

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Physics-informed neural network (PINN), Alkaline water electrolysis, Bayesian optimization, Ambient temperature, Gas filling dynamics

Physics-Informed Neural Network for Temperature-Dependent Gas Flow Modeling in Alkaline Electrolyzers

Number of pages: 20 Posted: 13 Nov 2025
Willy Satrio Nugroho, Purnami Purnami, Abdul Mudjib Sulaiman Wahid and I.N.G. Wardana
Brawijaya University, Brawijaya University, Nanyang Technological University and Brawijaya University
Downloads 70 (895,539)

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Physics-Informed Neural Network (PINN), Alkaline water electrolysis, Bayesian optimization, ambient temperature, Gas filling dynamics

2.

The Synthesis of Graphene and Graphene-Oxide from Livestock Blood

Number of pages: 14 Posted: 17 Jan 2025
Purnami Purnami, Willy Satrio Nugroho, I.N.G. Wardana, Akhmad Sabarudin and Femiana Gapsari
Brawijaya University, Brawijaya University, Brawijaya University, Brawijaya University and Brawijaya University
Downloads 90 (747,755)

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livestock blood, graphene synthesis, graphene oxide, circular economy

3.

Train Driver Cognitive Workload Management Framework Based on Neuronal Dynamics Principle to Maintain Train Driver's Health and Railway Safety

Number of pages: 22 Posted: 29 Sep 2022
Sugiono Sugiono, Willy Satrio Nugroho, Bayu Rahayudi, Alies Lintangsari and Astuteryanti Lustyana
Brawijaya University, Brawijaya University, Brawijaya University, Brawijaya University and Brawijaya University
Downloads 84 (790,029)

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Cognitive load, Neuronal dynamics, Cognitive workload management, Brain region simulation, cognitive energy expenditure

4.

TRIZ-Guided Optimization of Multi-Pass Serpentine Cooling Plates for Proton Exchange Membrane Fuel Cell Thermal Management

Number of pages: 24 Posted: 30 Dec 2025
Yepy Komaril Sofi'i, Achmad Fauzan Hery Soegiharto, Mulyono Mulyono, Roro Heni Hendaryati, Sahal Nidaul Niam, Rehan Hidayat and Willy Satrio Nugroho
Universitas Muhammadiyah Malang, University of Muhammadiyah Malang, University of Muhammadiyah Malang, University of Muhammadiyah Malang, University of Muhammadiyah Malang, University of Muhammadiyah Malang and Brawijaya University
Downloads 49 (1,121,190)

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Proton exchange membrane fuel cell, Cooling plate design, Multi-pass serpentine flow-field, thermal management, Hydraulic efficiency

5.

Analytical Model for Magnetic Field Assisted Proton Exchange Membrane Water Electrolysis

Number of pages: 26 Posted: 28 Aug 2025
Willy Satrio Nugroho, Purnami Purnami, Fikrul Akbar Alamsyah, Abdul Mudjib Sulaiman Wahid and I.N.G. Wardana
Brawijaya University, Brawijaya University, Brawijaya University, Nanyang Technological University and Brawijaya University
Downloads 45 (1,157,785)

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Hall effect, Proton exchange membrane electrolysis, Magnetic field, Hydrogen evolution reaction, Electrode current distribution

6.

The Crystallographic Active Sites Analysis of Dlbs-1033 Bio-Organic Electrocatalyst

Number of pages: 22 Posted: 04 Feb 2025
Purnami Purnami, Willy Satrio Nugroho, Wresti L. Anggayasti, NM. Dwidiani and I.N.G. Wardana
Brawijaya University, Brawijaya University, Brawijaya University, Udayana University and Brawijaya University
Downloads 41 (1,183,237)

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Bio-organic electrocatalyst, Water Electrolysis, active sites, Electron density, Fourier synthesis

7.

The Analytic Hierarchy Process for the Selection of Water Electrolysis Electromagnetic Ionization Booster

Number of pages: 19 Posted: 18 Apr 2024
Purnami Purnami, Willy Satrio Nugroho, Ishardita Pambudi Tama, Winarto Winarto, Yepy Komaril Sofi'i and I.N.G. Wardana
Brawijaya University, Brawijaya University, Brawijaya University, Brawijaya University Jl. Mayjend, Universitas Muhammadiyah Malang and Brawijaya University
Downloads 39 (1,209,354)

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Analytic hierarchy process, water electrolysis, hydrogen production, electromagnetic waves, molecular vibration

8.

The Impact of Polycarbonate Coating from Cd-R Waste on Carbon Electrode Dynamics in Water Electrolysis

Number of pages: 21 Posted: 27 Oct 2023
Purnami Purnami, Willy Satrio Nugroho, Denny Widhiyanuriyawan, Francisca Gayuh Utami, Ishardita Pambudi Tama and I.N.G. Wardana
Brawijaya University, Brawijaya University, Brawijaya University Jl. Mayjend, Brawijaya University, Brawijaya University and Brawijaya University
Downloads 38 (1,209,354)

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Water electrolysis, CD-R polycarbonate layer, Anode Protection, Hydrogen evolution reaction, Carbon corrosion

9.

Microwave-Assisted Ni2+ Substitution of Seabed Sediments as a Catalyst for Double-Stage Pyrolysis of Plastic Waste: A Novel Approach to Methane Reforming and Enhanced Hydrogen Production

Number of pages: 36 Posted: 21 Feb 2025
Sobri Sobri, Widya Wijayanti, Nurkholis Hamidi, Purnami Purnami, Willy Satrio Nugroho and I.N.G. Wardana
affiliation not provided to SSRN, Brawijaya University, Brawijaya University, Brawijaya University, Brawijaya University and Brawijaya University
Downloads 36 (1,277,121)

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seabed, microwave irradiation, catalytic double-stage pyrolysis, methane reforming, hydrogen production

10.

Enhanced Hydrogen Evolution by Deep-Sea Marine Sediment Photocatalysts: Surface Modification with Bismuth Subnitrate

Number of pages: 19 Posted: 31 Jul 2025
Ismunandar Ismunandar, Willy Satrio Nugroho, I.N.G. Wardana, Eko Siswanto, Slamet Wahyudi and Abid Alphanoda
Brawijaya University, Brawijaya University, Brawijaya University, Brawijaya University Jl. Mayjend, Brawijaya University Jl. Mayjend and Brawijaya University
Downloads 30 (1,318,317)

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Photocatalysis, Deepsea marine sediment, HER/LPSR, Bismuth subnitrate, Green hydrogen

11.

Engineered Seabed Sediment Via Microwave-Assisted Ni²⁺ Substitution as a Catalyst for Double-Stage Pyrolysis of Plastic Waste: A Novel Approach to Methane Reforming and Enhanced Hydrogen Production

Number of pages: 35 Posted: 22 May 2025
Sobri Sobri, Widya Wijayanti, Nurkholis Hamidi, Purnami Purnami, Willy Satrio Nugroho and I.N.G. Wardana
affiliation not provided to SSRN, Brawijaya University, Brawijaya University, Brawijaya University, Brawijaya University and Brawijaya University
Downloads 27 (1,411,822)

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seabed, microwave irradiation, catalytic double-stage pyrolysis, methane reforming, hydrogen production

12.

Enhanced Hydrogen Evolution in Alkaline Water Electrolysis Using Sodium Lauryl Sulfate in a Bipolar Electrode Configuration

Downloads 19 (1,491,251)

Enhanced Hydrogen Evolution in Alkaline Water Electrolysis Using Sodium Lauryl Sulfate in a Bipolar Electrode Configuration

Number of pages: 27 Posted: 23 Jan 2026
Willy Satrio Nugroho, Purnami Purnami, Yepy Komaril Sofi'i, Abdul Mudjib Sulaiman Wahid and I.N.G. Wardana
Brawijaya University, Brawijaya University, Universitas Muhammadiyah Malang, Nanyang Technological University and Brawijaya University
Downloads 10 (1,614,412)

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Alkaline water electrolysis, Hydrogen evolution reaction (HER), Sodium lauryl sulfate (SLS), Electrolyte additives, Stainless steel electrode

Enhanced Hydrogen Evolution in Alkaline Water Electrolysis Using Sodium Lauryl Sulfate in a Bipolar Electrode Configuration

Number of pages: 27 Posted: 05 May 2026
Purnami Purnami, Willy Satrio Nugroho, Yepy Komaril Sofi'i, Abdul Mudjib Sulaiman Wahid and I.N.G. Wardana
Brawijaya University, Brawijaya University, Universitas Muhammadiyah Malang, Nanyang Technological University and Brawijaya University
Downloads 9 (1,628,763)

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Alkaline water electrolysis, Hydrogen evolution reaction (HER), Sodium lauryl sulfate (SLS), Electrolyte additives, Stainless steel electrode

13.

The Effect of SiO2 Layer on the Physical Properties of TiO2 Photoanodes for Dye-Sensitized Solar Cells

Number of pages: 17 Posted: 11 Jul 2026
Agung Sugeng Widodo, Tulus Subagyo, Denny Widhiyanuriyawan, Rahmadanti Rahmadanti, Willy Satrio Nugroho, Abdul Mudjib Sulaiman Wahid and I.N.G. Wardana
Brawijaya University Jl. Mayjend, affiliation not provided to SSRN, Brawijaya University Jl. Mayjend, Brawijaya University, Brawijaya University, Nanyang Technological University and Brawijaya University
Downloads 2

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TiO2-SiO2 photoelectrode, Dye-sensitized solar cell (DSSC), Light scattering enhancement, Electron recombination, Photovoltaic performance