12th International Conference on Excitonic and Photonic Processes in Condensed Matter and Nano Materials (EXCON 2018)
Bibliographic record
Abstract
Preface This volume contains a collection of papers of the 12th International Conference on Excitonic and Photonic Processes in Condensed Matter and Nano Materials (EXCON 2018). EXCON 2018 was held in the historic city of Nara, Japan, on July 8-13, 2018. The previous eleven EXCON conferences were held in Darwin, Australia (1994), Kurort Gohrisch, Germany (1996), Boston, USA (1998), Osaka, Japan (2000), Darwin, Australia (2002), Kraków, Poland (2004), Winston-Salem, USA (2006), Kyoto, Japan (2008), Brisbane, Australia (2010), Groningen, The Netherlands (2012) and Montréal, Canada (2015). The EXCON series of conferences has provided an interdisciplinary forum for mutual research communications among solid-state physicists, photo-physicists, photo-chemists, photo-biologists, material scientists, and device-oriented researchers from academia and industry.A variety of excitonic and photonic phenomena in diverse materials from bulk materials to micro- and nanostructures have been covered in the conferences, such as quantum dots, metallic antennas, atomic-layer materials, bio-materials and molecular materials. The complete list of topics covered by EXCON 2018 is as follows: –Coherent excitonic processes, including multi-excitonic processes; –Excitonic and photonic phenomena in nanostructures; –Excitonic and photonic phenomena in atomic-layer materials; –Strong light-matter coupling through microcavities, photonic crystals, and plasmonic structures; –Exciton-lattice interaction and photo-induced phase transition; –Excited states in disordered and amorphous systems; –Excitonic processes in organic materials and polymers; –High-density excitonic systems and condensation; –Light-matter interaction in metamaterials; –Excitonic processes in photovoltaic materials and devices; –Ultrafast dynamics of excitonic relaxation, energy transport, and charge transfer; –Applications of excitonic and photonic processes in quantum information processing; –Optical devices: LEDs and solar cells in inorganic and organic systems; –Optical manipulation of nanostructures; –New experimental techniques applied to excitonic and photonic processes; –New theoretical and computational techniques applied to excitonic and photonic processes. List of Committees, Conference Chair, International Advisory Committee, Program Advisory Board and Local Organizing Committee are available in this pdf.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.004 | 0.003 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.002 | 0.002 |
| Insufficient payload (model declined to judge) | 0.179 | 0.103 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".