AI + Multi-Modal + Targeted NMR

Remote AI Intelligent Exploration AI-Driven · Space-Air-Ground Integrated Resource Exploration Technology Service Provider

Integrating satellite-targeted ultra-weak NMR AI technology with advanced geophysics, we provide non-invasive precision detection solutions for global natural resource exploration through AI + Geoscience cross-disciplinary innovation.

18
Patents
40+
Clients
14
Countries
60+
Projects
About Us

About Us

Professional Team · Innovative Technology

Deep Exploration (Beijing) Technology Co., Ltd. was founded on November 8, 2019. As a pioneering technology enterprise exploring Earth from space, Deep Exploration combines satellite-targeted ultra-weak NMR detection, multi-modal heterogeneous data AI intelligent prospecting, and geophysical exploration technology through an integrated AI + Geoscience space-air-ground application model.

Our multidisciplinary team brings together theoretical physics, geology, mineral exploration, and artificial intelligence — an internationally competitive AI-integrated exploration team. Core technology fuses particle physics, quantum mechanics, radiochemistry, mathematics, and AI to directly detect intrinsic material radiation information, significantly reducing traditional exploration uncertainty while improving efficiency and accuracy.

The company independently developed the Deep-Explor OS multi-modal heterogeneous data processing platform, which integrates satellite remote sensing (optical, thermal infrared, SAR, DEM, radar, etc.), geophysical fields (ultra-weak NMR, natural field short-pulse electromagnetic signals), geochemical tracing, and geological structure interpretation into a unified high-dimensional digital representation. Through AI models such as Physics-Informed DeepONet, it mines synergistic patterns across multi-modal data, enabling engineering-scale technology deployment.

Government Recognition: Deep-Explor® technology was recognized in 2023 by the Ministry of Natural Resources of China in official document [2023] No. 27, distributed to provincial natural resources departments as a recommended new technology.

18 invention patents, 27 software copyrights
Honors & Qualifications
40+
Clients (SOEs, listed companies, private enterprises)
14 countries & regions
Global service coverage
60+
Successful projects

Core Patents

Patent Certificate 1 Patent Certificate 2 Patent Certificate 3 Patent Certificate 4 Patent Certificate 5 Patent Certificate 6 Patent Certificate 7 Patent Certificate 8
About Deep Exploration

Industry Recognition

Ministry of Natural Resources Document [2023] No. 27
Solutions

Solutions

Satellite-based remote non-invasive geological exploration — precise detection up to 2,000m for solid minerals and 8,000m for oil & gas

Multi-Modal AI Prospecting Solution
01

Multi-Modal AI Prospecting Solution

Built on a nonlinear systems cybernetics framework, this technology treats metallogenic systems as open dynamic geological systems. By fusing multi-modal heterogeneous data to construct geological process proxy variables and applying Physics-Informed DeepONet for joint inversion and feature extraction, AI drives the entire prospecting decision-making process, enabling probability distribution prediction of shallow/deep concealed ore bodies. Suitable for multi-mineral and large-area exploration target delineation.

  • Fuses multi-source data including satellite RS, geophysics, geochemistry, geological structure, and lithological interpretation.
  • Processes data with varying formats, scales, and noise patterns, constructing unified high-dimensional digital representations for AI model analysis.
  • Outputs mineralization/petroleum probability distribution predictions.
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Virtual Drilling
02

Virtual Drilling

Based on multi-modal heterogeneous data AI mineralization prediction zones, virtual drilling technology detects high-potential areas using a grid distribution approach. Virtual drilling integrates targeted ultra-weak NMR and intelligent drilling layout algorithms, constructing a smart exploration closed-loop of 'simulate first, verify later'. Single-pixel virtual borehole tests extract mineral spectral features, and the POMDP-MCTS decision model predicts single-pixel ore discovery probability. Combined with AI inversion of anomaly distribution, tens of thousands of virtual drilling simulations are completed in-computer, ultimately outputting anomaly target interpretation results.

  • Based on intrinsic mineral radiation theory, uses NMR to extract radiation spectral features, establishing a global virtual drilling prior model.
  • Builds POMDP-MCTS algorithm; through AI inversion, completes ore discovery probability prediction for candidate drill positions.
  • Outputs Top-N recommended drill holes; after physical drilling verification, data is fed back for rolling optimization, forming a closed-loop intelligent exploration process.
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Mineral Resource Exploration
03

Mineral Resource Exploration

Satellite remote scanning → multi-modal heterogeneous data fusion & feature extraction analysis → mineralization probability distribution → targeted NMR AI model → anomaly target distribution → field exploration and verification → precise positioning. Helps clients discover potential mineral resources and assists investment decision-making and development.

  • Anomaly target contour and coordinate data
  • Mineral resource burial depth range
  • Resource radiation intensity: I = W · V · G / D
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Service Scenarios
04

Service Scenarios

Covers new resource assessment and existing mine reserve enhancement; applicable to any terrain including continental shelf, with no area limit.

  • Solid minerals (metals, non-metals)
  • Energy resources (oil, natural gas)
  • Groundwater (geothermal) resources
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Service Capabilities

Short cycle, high accuracy — reducing uncertainty in traditional exploration, dramatically improving efficiency and accuracy

Exploration Area
No terrain/climate/vegetation limits, large-area surveys
Exploration Area
Detection Depth
Oil/gas/water 8,000m, solid minerals 2,000m
Detection Depth
Turnaround Time
2-4 months for remote detection results
Turnaround Time
Discovery Rate
Oil/gas/water 70%-80%, solid minerals 50%-70%
Discovery Rate
Cost Risk
Detailed exploration cost risk reduced to below 15%
Cost Risk

Partners

As of June 2026, 40+ clients across 14 countries and regions in Asia, Africa, Oceania, North America, and South America

Global Partners
Asia
Africa
Oceania
Americas
Contact Us

Contact Us

For business cooperation, please reach out

Contact Deep Exploration

Send a Message

Send your inquiry to:

business@deep-explor.com

We will get back to you soon

Address
Room 402, Building 5, Zhongguancun AI Digital Energy Industrial Park (Haikai Park), Jiancai Chengzhong Road, Dongsheng Town, Haidian District, Beijing, China
Phone
(+86) 132 4013 7376
Email
business@deep-explor.com
Office Hours
Monday – Friday, 9:00 – 18:00