Widya Utama

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Research activity per year

Expertise related to UN Sustainable Development Goals

In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):

SDG 6 Clean Water and Sanitation
SDG 7 Affordable and Clean Energy
SDG 11 Sustainable Cities and Communities
SDG 13 Climate Action
SDG 14 Life Below Water
SDG 15 Life on Land

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Dive into the research topics where Widya Utama is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

1 Similar Profiles

26 Conference article
15 Article
3 Conference contribution
2 Paper
More
- 1 Editorial

Enhancing Magnetotelluric Data Quality Using Deep Learning-Based Denoising Models: A Study of CNN and LSTM
Utama, W., Hermana, M., Warnana, D. D., Lestari, W., Zakariah, M. N. A., Garini, S. A., Indriani, R. F., Novian Putra, D. P., Abduh, M. U. N., Insani, A. N. F., Pratama, D. S., Noh, K. A. M. & Latiff, A. H. A., Jun 2025, In: Journal of Human, Earth, and Future. 6, 2, p. 399-425 27 p.
Research output: Contribution to journal › Article › peer-review

Open Access
3 Citations (Scopus)
Filling-well: An effective technique to handle incomplete well-log data for lithology classification using machine learning algorithms
Garini, S. A., Shiddiqi, A. M., Utama, W. & Insani, A. N. F., Jun 2025, In: MethodsX. 14, 103127.
Research output: Contribution to journal › Article › peer-review

Open Access
9 Citations (Scopus)
Groundwater Exploration Using Multi-Criteria Decision Analysis Method and Analytical Process in the Muda River Basin, Kedah, Malaysia
Wan Abdullah Zubir, W. S., Amin Zakariah, M. N., Abdul Ghani, M. F., Hussin, H., Mohd Noh, K. A., Utama, W., Misman, N. N. & Temizi, M. N., 12 Dec 2025, In: ACS ES and T Water. 5, 12, p. 7152-7164 13 p.
Research output: Contribution to journal › Article › peer-review
Lithology Prediction Using Convolutional Neural Network Algoritm Study Case Poseidon Field Australia Basin
Komara, E., Nugraha, M. F., Utama, W. & Garini, S. A., 2025, In: IOP Conference Series: Earth and Environmental Science. 1458, 1, 012038.
Research output: Contribution to journal › Conference article › peer-review

Open Access
1 Citation (Scopus)
Optimization of Geological Feature Distribution Mapping based on Remote Sensing Data with Random Forest Algo-rithm for Potential Geothermal Field
Utama, W., Anjasmara, I. M., Putra, D. P. N., Indriani, R. F. & Garini, S. A., 5 Dec 2025, In: BIO Web of Conferences. 199, 02012.
Research output: Contribution to journal › Conference article › peer-review

Open Access

Findings from Institut Teknologi Sepuluh Nopember Broaden Understanding of Information Technology (Enhancing Magnetotelluric Data Quality Using Deep Learning-Based Denoising Models: A Study of CNN and LSTM)
Utama, W., Warnana, D. D. & Lestari, W.
10/09/25
1 item of Media coverage
Press/Media
Institut Teknologi Sepuluh Nopember Researchers Update Understanding of Machine Learning (Filling-well: An effective technique to handle incomplete well-log data for lithology classification using machine learning algorithms)
Shiddiqi, A. M. & Utama, W.
11/06/25
1 item of Media coverage
Press/Media

Widya Utama, Dr., Ir., DEA

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Dive into details

Enhancing Magnetotelluric Data Quality Using Deep Learning-Based Denoising Models: A Study of CNN and LSTM

Filling-well: An effective technique to handle incomplete well-log data for lithology classification using machine learning algorithms

Groundwater Exploration Using Multi-Criteria Decision Analysis Method and Analytical Process in the Muda River Basin, Kedah, Malaysia

Lithology Prediction Using Convolutional Neural Network Algoritm Study Case Poseidon Field Australia Basin

Optimization of Geological Feature Distribution Mapping based on Remote Sensing Data with Random Forest Algo-rithm for Potential Geothermal Field

Findings from Institut Teknologi Sepuluh Nopember Broaden Understanding of Information Technology (Enhancing Magnetotelluric Data Quality Using Deep Learning-Based Denoising Models: A Study of CNN and LSTM)

Institut Teknologi Sepuluh Nopember Researchers Update Understanding of Machine Learning (Filling-well: An effective technique to handle incomplete well-log data for lithology classification using machine learning algorithms)

Widya Utama, Dr., Ir., DEA

Personal profile

Expertise related to UN Sustainable Development Goals

Fingerprint

Collaborations and top research areas from the last five years

Research output

Enhancing Magnetotelluric Data Quality Using Deep Learning-Based Denoising Models: A Study of CNN and LSTM

Filling-well: An effective technique to handle incomplete well-log data for lithology classification using machine learning algorithms

Groundwater Exploration Using Multi-Criteria Decision Analysis Method and Analytical Process in the Muda River Basin, Kedah, Malaysia

Lithology Prediction Using Convolutional Neural Network Algoritm Study Case Poseidon Field Australia Basin

Optimization of Geological Feature Distribution Mapping based on Remote Sensing Data with Random Forest Algo-rithm for Potential Geothermal Field

Press/Media

Findings from Institut Teknologi Sepuluh Nopember Broaden Understanding of Information Technology (Enhancing Magnetotelluric Data Quality Using Deep Learning-Based Denoising Models: A Study of CNN and LSTM)

Institut Teknologi Sepuluh Nopember Researchers Update Understanding of Machine Learning (Filling-well: An effective technique to handle incomplete well-log data for lithology classification using machine learning algorithms)