Scholarship
Publications
Peer-reviewed research followed by conference contributions, preprints, posters, and thesis work.
Selected scholarship
Peer-reviewed journal articles
2026First author · journal article · IEEE Transactions on Geoscience and Remote Sensing
Imaging-Guided Pattern Optimization for Seismic Acquisition Geometries Design With Deep Learning
Ana Gabriela Mantilla Dulcey, Henry Arguello
Open DOI recordjournal article · The Leading Edge
Poststack seismic data denoising via dynamic guided learning
Javier Torres-Quintero, Paul Goyes-Peñafiel, Ana Gabriela Mantilla Dulcey, Luis Rodríguez-López, José Sanabria-Gómez, Henry Arguello
Open DOI recordFirst author · journal article · Gondwana Research
Porphyry-type mineral prospectivity mapping with imbalanced data via prior geological transfer learning
Ana Gabriela Mantilla Dulcey, Paul Goyes-Peñafiel, Rosana Baez-Rodríguez, Sait Khurama
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Conference contributions, preprints & thesis
2026conference paper · International Symposium on Signal Processing, Images, and Artificial Vision (STSIVA 2026)
Unsupervised Physics-Constrained Neural Approximation for Full-Waveform Inversion
Kevin Gabriel Tarazona Balaguera, Ana Gabriela Mantilla Dulcey, Javier Torres-Quintero, Paul Goyes-Peñafiel, Henry Arguello
View publication detailsFirst author · conference paper · IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
3D Seismic Acquisition Design Optimization Regularized by FWI: A Deep Learning Approach
Ana Gabriela Mantilla Dulcey, Javier Torres-Quintero, Henry Arguello Fuentes
Open publicationconference paper / preprint · IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP)
DICE: Diffusion Consensus Equilibrium for Sparse-view CT Reconstruction
Leon Suarez-Rodriguez, R. Jacome, Romario Gualdrón-Hurtado, Ana Gabriela Mantilla Dulcey, Henry Arguello
View publication detailsFirst author · conference poster · XVI Semana Técnica de Geología, Ingeniería Geológica y Geociencias
Herramientas computacionales para las ciencias de la tierra: uso de Python para resolver problemas geológicos
Ana Gabriela Mantilla Dulcey, Shaireth Carvajal, Luisa Gómez, Paul Goyes-Peñafiel
Open DOI recordFirst author · conference poster · XVI Semana Técnica de Geología, Ingeniería Geológica y Geociencias
Inversión 1D y 2D de datos magnetotelúricos para la caracterización de estructuras resistivas profundas
Ana Gabriela Mantilla Dulcey, Johan Enrique Paez Romero, Ivan Camilo Caballero Jaimes, Paul Goyes-Peñafiel
Open DOI recordFirst author · conference poster
La revolución del aprendizaje automático en la exploración mineral: Predicción espacial de la probabilidad de zonas con ocurrencias minerales
Ana Gabriela Mantilla Dulcey, Paul Goyes-Peñafiel, Rosana Baez
Open DOI recordFirst author · undergraduate thesis · Universidad Industrial de Santander
Predicción de la ocurrencia de depósitos minerales tipo pórfido usando técnicas de aprendizaje automático
Ana Gabriela Mantilla Dulcey
Open publicationFirst author · conference paper
Metodología para cartografiar cavidades subterráneas en 3D: caso La Escondida y Las Alsacias (Zapatoca, Santander)
Ana Gabriela Mantilla Dulcey
View publication detailsconference paper
Reporte espeleológico de la cueva La Escondida en Zapatoca, Santander
Diego Zafra Otero, Ana Gabriela Mantilla Dulcey
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