Cover Image

Out-of-Sample Hydrocarbon Production Forecasting: Time Series Machine Learning using Productivity Index-Driven Features and Inductive Conformal Prediction

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Idris, Mohamed Hassan Abdalla, Cebula, Jakub Marek, Gholinezhad, Jebraeel, Masum, Shamsul, Ma, Hongjie
Format:	Preprint
Published:	2025
Subjects:	Machine Learning Data Analysis, Statistics and Probability
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

The Paradox of Anti-Inductive Dice
by: Eldridge, Summer, et al.
Published: (2025)

Covariance Estimation under Missing Observations and $L_4-L_2$ Moment Equivalence
by: Abdalla, Pedro
Published: (2023)

On the Dimension-Free Concentration of Simple Tensors via Matrix Deviation
by: Abdalla, Pedro, et al.
Published: (2025)

Robust Sparse Recovery with Sparse Bernoulli matrices via Expanders
by: Abdalla, Pedro
Published: (2021)

Short-Term Forecasting of Energy Production and Consumption Using Extreme Learning Machine: A Comprehensive MIMO based ELM Approach
by: Voyant, Cyril, et al.
Published: (2025)

Covariance estimation with direction dependence accuracy
by: Abdalla, Pedro, et al.
Published: (2024)

Remarks on the convex integration technique applied to singular stochastic partial differential equations
by: Dong, Hongjie, et al.
Published: (2026)

A randomisation method for mean-field control problems with common noise
by: Denkert, Robert, et al.
Published: (2024)

Convergence to Stable Laws for Products of Random Matrices
by: Péneau, Axel
Published: (2026)

Graph-Based Product Form
by: Comte, Céline, et al.
Published: (2025)

Deep ZakaiJ: Structured Filtering for Jump-Diffusion Time Series Forecasting
by: Leng, Yan, et al.
Published: (2026)

On Empirical Spectral Distributions for Random Tensor Product Models
by: Diaconu, Simona
Published: (2026)

Existence of Infinite Product Measures
by: Sampedro, Juan Carlos
Published: (2019)

Guarantees for Spontaneous Synchronization on Random Geometric Graphs
by: Abdalla, Pedro, et al.
Published: (2022)

Eigenvalues of Product of Ginibre Ensembles and Their Inverses and that of Truncated Haar Unitary Matrices and Their Inverses
by: Chang, Shuhua, et al.
Published: (2024)

Benchmarks for Solar Radiation Time Series Forecasting
by: Voyant, Cyril, et al.
Published: (2022)

Intensity Dot Product Graphs
by: Riva, Giulio Valentino Dalla, et al.
Published: (2026)

Efficient Importance Sampling under Heston Model: Short Maturity and Deep Out-of-the-Money Options
by: Tu, Yun-Feng, et al.
Published: (2025)

Product systems arising from Lévy processe
by: Floricel, Remus, et al.
Published: (2024)

Asymptotic Replacement for Quantum Channel Products with Applications to Inhomogeneous Matrix Product States
by: Pathirana, Lubashan
Published: (2026)

Scaling limits of Lévy walks with random velocities
by: Woszczek, Hubert, et al.
Published: (2026)

Complex-Valued Time Series Based Solar Irradiance Forecast
by: Voyant, Cyril, et al.
Published: (2022)

Normalizing Flows for Conformal Regression
by: Colombo, Nicolo
Published: (2024)

Weighted Random Dot Product Graphs
by: Marenco, Bernardo, et al.
Published: (2025)

Boundary Effects in the Diffusion of New Products on Cartesian Networks
by: Fibich, Gadi, et al.
Published: (2024)

Dynamics, Random Products, and Ultrametric Geometry in Kiselman's Semigroup
by: Andrenšek, Luka
Published: (2026)

Asymptotic Product-form Steady-state Distribution for Semimartingale Reflecting Brownian Motion in Multi-scaling Regime
by: Guang, Jin, et al.
Published: (2025)

Depth Degeneracy in Neural Networks: Vanishing Angles in Fully Connected ReLU Networks on Initialization
by: Jakub, Cameron, et al.
Published: (2023)

Products of Infinite Countable Groups Have Fixed Price One
by: Khezeli, Ali
Published: (2025)

Average Jaccard Index of Random Graphs
by: Feng, Qunqiang, et al.
Published: (2023)

A Countable-Type Branching Process Model for the Tug-of-War Cancer Cell Dynamics
by: Wang, Ren-Yi, et al.
Published: (2023)

Thermodynamic Formalism Out of Equilibrium, and Gibbs Processes
by: Ovadia, Snir Ben, et al.
Published: (2025)

Global Universality of Singular Values in Products of Many Large Random Matrices
by: Hanin, Boris, et al.
Published: (2025)

Stochastic Burgers Equation from Non-Product Stationary Measures via a Generalised Second-Order Boltzmann-Gibbs Principle
by: Gonçalves, Patrícia, et al.
Published: (2025)

Deformations and q-convolutions. Old and new results
by: Bozejko, Marek, et al.
Published: (2023)

Mallows Product Measure
by: Bufetov, Alexey, et al.
Published: (2024)

Conformally invariant random fields, quantum Liouville measures, and random Paneitz operators on Riemannian manifolds of even dimension
by: Schiavo, Lorenzo Dello, et al.
Published: (2021)

Exceptional points of discrete-time random walks in planar domains
by: Abe, Yoshihiro, et al.
Published: (2019)

Local Statistics of Singular Values for Products of Truncated Unitary Matrices
by: Gu, Yandong, et al.
Published: (2025)

Stochastic restarting with multiple restart conditions
by: Aspman, Johannes, et al.
Published: (2025)