Publication date: 15th December 2025
AI-driven scientific innovation is often blocked by scarce, fragmented, and biased data. To solve this, a global infrastructure of cloud-connected, autonomous laboratories has been proposed, generating high-quality, reproducible datasets via robotic experiments. This vision is structured into five hierarchical levels: G1 (Process Automation), G2 (Theory-Experiment Iterative Loop), G3 (Large Model-Driven), G4 (Multi-Platform, Multi-Task), G5 (Autonomous Scientific Discovery).
Our G4-level large-model-driven autonomous platform coordinates domain-specific small AI models and robotic experiments, enabling intelligent scheduling and real-time fine-tuning of pre-trained models based on experimental data, thereby creating a dynamic, synergistic feedback loop. Major breakthroughs in novel material creation (e.g., catalysts, polymers, COFs, and proteins) have compressed discovery cycles from over a century to mere months.
The global infrastructure transforms isolated scientific efforts into a collaborative and efficient exploration engine. It democratizes access to high-quality data, breaks down geographical and institutional barriers to innovation, ultimately accelerates industrial-scale scientific and technological advancements.
nanoGe is a prestigious brand of successful science conferences that are developed along the year in different areas of the world since 2009. Our worldwide conferences cover cutting-edge materials topics like perovskite solar cells, photovoltaics, optoelectronics, solar fuel conversion, surface science, catalysis and two-dimensional materials, among many others.
Previously nanoGe Spring Meeting (NSM) and nanoGe Fall Meeting (NFM), MATSUS is a multiple symposia conference focused on a broad set of topics of advanced materials preparation, their fundamental properties, and their applications, in fields such as renewable energy, photovoltaics, lighting, semiconductor quantum dots, 2-D materials synthesis, charge carriers dynamics, microscopy and spectroscopy semiconductors fundamentals, etc.
International Conference on Hybrid and Organic Photovoltaics
International Conference on Hybrid and Organic Photovoltaics (HOPV) is celebrated yearly in May. The main topics are the development, function and modeling of materials and devices for hybrid and organic solar cells. The field is now dominated by perovskite solar cells but also other hybrid technologies, as organic solar cells, quantum dot solar cells, and dye-sensitized solar cells and their integration into devices for photoelectrochemical solar fuel production.
Asia-Pacific International Conference on Perovskite, Organic Photovoltaics and Optoelectronics
The main topics of the Asia-Pacific International Conference on Perovskite, Organic Photovoltaics and Optoelectronics (IPEROP) are discussed every year in Asia-Pacific for gathering the recent advances in the fields of material preparation, modeling and fabrication of perovskite and hybrid and organic materials. Photovoltaic devices are analyzed from fundamental physics and materials properties to a broad set of applications. The conference also covers the developments of perovskite optoelectronics, including light-emitting diodes, lasers, optical devices, nanophotonics, nonlinear optical properties, colloidal nanostructures, photophysics and light-matter coupling.
The International Conference on Perovskite Thin Film Photovoltaics Perovskite Photonics and Optoelectronics (NIPHO) is the best place to hear the latest developments in perovskite solar cells as well as on recent advances in the fields of perovskite light-emitting diodes, lasers, optical devices, nanophotonics, nonlinear optical properties, colloidal nanostructures, photophysics and light-matter coupling.