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Exploration of lattice Hamiltonians for functional and structural discovery via Gaussian Process-based Exploration-Exploitation [article]

Sergei V. Kalinin, Mani Valleti, Rama K. Vasudevan, Maxim Ziatdinov
2020 arXiv   pre-print
Here, we demonstrate that a combination of exploration and exploration-exploitation with Gaussian process modeling and Bayesian optimization allows effective exploration of the parameter space for lattice  ...  Statistical physics models ranging from simple lattice to complex quantum Hamiltonians are one of the mainstays of modern physics, that have allowed both decades of scientific discovery and provided a  ...  Here, kernel engineering based on physics of explored system can further accelerate the discovery process.  ... 
arXiv:2004.04832v4 fatcat:igdks6vn5festemdnkedtnau44

The Discovery of the Sasquatch: Reconciling Culture, History, and Science in the Discovery Process by John A. Bindernagel

Henry Bauer
2013 Journal of Scientific Exploration  
affects and is affected by culture, in the present and in the past.  ...  All these things are discussed in relation to Sasquatch, in the body of the book and also in the substantial and insightful Foreword by Leila Hadj-Chikh.  ...  Chapter 10 is about the importance of theoretical approaches in combination with empirical ones, followed (Chapter 11) in natural fashion by an analysis of the discovery of Sasquatch as a process, a complex  ... 
doaj:942ea5e6e8344900a79a6ca5c7175a3a fatcat:povywwssgrffzhkdegeut57ttq

A process-centric data mining and visual analytic tool for exploring complex social networks

Denis Dimitrov, Lisa Singh, Janet Mann
2013 Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics - IDEA '13  
While many methods, algorithms, and visualizations exist, the capability to apply and combine them for ad-hoc visual exploration or as part of an analytic workflow process is still an open problem that  ...  Invenio-Workflow can be used to create custom exploration tasks, in addition to the standard task templates.  ...  Acknowledgments This work was supported in part by the National Science Foundation Grant Nbrs. 0941487 and 0937070, and the Office of Naval Research Grant Nbr. 10230702.  ... 
doi:10.1145/2501511.2501519 dblp:conf/kdd/DimitrovSM13 fatcat:v7fmphkudjdp3pma3msxmlerii

A Study for Exploring Information Literacy of PhD Student: Based on Thesis Topic Discovery Process

Arniati, Jurusan Bisnis, Negeri Batam
2017 Journal of Applied Accounting and Taxation Article History   unpublished
The search process research topic is concerned for every doctoral student from all major colleges and all educational subjects.  ...  Information literacy education in the form of short courses on material which is supporting the conduct of research, guides and self-learning module is a new discovery in this research.  ...  Advisor and colleagues are also having an important role as an information literacy channel in the thesis topic discovery process.  ... 
fatcat:ecvhwyeg2jctxoce7y5lvznmq4

A Review of Methods for Estimating Future Hydrocarbon Supply

M. Power, J.D. Fuller
1992 Energy Studies Review  
The techniques reviewed include judgemental prediction, extrapolative methods, discovery process models, econometric models, and probabilistic models.  ...  Accurate assessments of the resource base are needed by exploration firms and the government in comparing the potential of competing areas of exploration and by policy makers in developing appropriate  ...  the exploration process.  ... 
doi:10.15173/esr.v4i2.270 fatcat:n4ooyw4ezrc4fjczi7v2464cwq

On the Dual Nature of Adoption Processes in Complex Networks

Iacopo Iacopini, Vito Latora
2021 Frontiers in Physics  
More recently, various models have also been proposed to reproduce the typical dynamics of a process of discovery, in which an agent explores a space of relations between ideas or items in search for novelties  ...  Here, we provide a brief overview of the existing models of social spreading and exploration and of the latest advancements in both directions.  ...  FIGURE 3 | 3 Coupling the dynamics of discovery and contagion. (A) A walker explores the space of items.  ... 
doi:10.3389/fphy.2021.604102 fatcat:fj4fkwnvtbce3ky3mjcaj7h7b4

Design space exploration of PISA architecture for ONU auto-discovery process

Alie El-Din Mady, Andrea Tonini, Davide Finardi
2008 The International Conference on Electrical Engineering  
The goal of the paper is to optimize the PISA architecture for the ONU Auto-discovery process. This Auto-discovery process has been written in C language following the IEEE 802.3ah MPCP standard.  ...  The Auto-discovery process has been written in VHDL and using Synopys power compiler [4] the power consumption has been calculated and then we compared between the VHDL implementation and the PISA architecture  ...  This paper has introduced the design space exploration in order to optimize the PISA architecture of the ONU Auto-discovery process.  ... 
doi:10.21608/iceeng.2008.34237 fatcat:xoxkkovavrekvbv6p6ammfymcq

Improving reservoir volumetric estimations in petroleum resource assessment using discovery process models

Zhuoheng Chen, Kirk G. Osadetz
2009 Petroleum Science  
It also shows that an estimation of the number of oil and gas accumulations and associated size ranges from a discovery process model can provide an alternative and efficient approach when inadequate geological  ...  These techniques include: 1) the use of the Multivariate Discovery Process model (MDP) to derive unbiased distribution parameters of reservoir volumetric variables and to reveal correlations among the  ...  Christopher Harrison, GSC is thanked for his critical comments and suggestions. Comments and suggestions from two anonymous journal reviewers improved the quality of the manuscript.  ... 
doi:10.1007/s12182-009-0019-7 fatcat:o4fdjzihwzg6ta2jkhqmtsucd4

Outlier Detection in Cross-Context Link Discovery for Creative Literature Mining

I. Petric, B. Cestnik, N. Lavrac, T. Urbancic
2010 Computer journal  
The proposed approach contributes to cross-context link discovery by proving the utility of outlier detection for finding bisociative links in the process of autism literature exploration, as well as by  ...  This paper investigates the role of outliers in literature-based knowledge discovery.  ...  ACKNOWLEDGEMENT The authors acknowledge helpful discussions with Blaž Fortuna (main developer of OntoGen), Marta Macedoni-Lukšič (medical expert on autism) and the partners of the BISON consortium.  ... 
doi:10.1093/comjnl/bxq074 fatcat:tkfrx66xenbxfpupkcq2i75b6q

Nobel Turing Challenge: creating the engine for scientific discovery

Hiroaki Kitano
2021 npj Systems Biology and Applications  
It uncovered the principles of the world we live in, and enabled us to invent new technologies reshaping our society, cure diseases, explore unknown new frontiers, and hopefully lead us to build a sustainable  ...  At the same time, what may be implemented by "AI Scientists" may not resemble the scientific process conducted by human scientist.  ...  Ross King and Yolanda Gil for working together in starting the challenge in reality. Special thanks to Ed Feigenbaum for insightful discussions and encouragements.  ... 
doi:10.1038/s41540-021-00189-3 pmid:34145287 fatcat:vqj5a4s3sbe2jmbd35ks5ww4n4

COMPUTER SOFTWARE SYSTEM TO ASSESS THE ECONOMIC POTENTIAL OF PETROLEUM EXPLORATION

Zhikai Cai, Brian W. Mackenzie
1993 GEOINFORMATICS  
The economics of petroleum exploration reflect the perceived costs, risks and returns of the search process.  ...  This sequential process, as illustrated in Figure 1 , comprises exploration, development, and production phases.  ...  Roy Woodall, Director of Exploration, WMC, provided the impetus to get started and the persistence to see it through.The contribution of Adrian Larking, Simon Ashton, Bill Waterhouse , and Joe Seibiorski  ... 
doi:10.6010/geoinformatics1990.4.3_245 fatcat:nq7kgpa33vfrbpjorodyj4tr34

Exploration of Discovered Process Views in Process Spaceship [chapter]

Hamid R. Motahari Nezhad, Boualem Benatalah, Fabio Casati, Regis Saint-Paul, Periklis Andristsos, Adnene Guabtni
2008 Lecture Notes in Computer Science  
Demonstration Scenario We demonstrate two features of Process Spaceship: (i) explorative process views discovery, and (ii) process space navigation.  ...  The system has been developed in Java, and uses HP SOA Manager to monitor service interactions. Explorative discovery of process views.  ... 
doi:10.1007/978-3-540-89652-4_64 fatcat:knsfiu6ahzf5xnppwgm3w6y7ja

A Coupon-Collector Model of Machine-Aided Discovery [article]

Aditya Vempaty, Lav R. Varshney, Pramod K. Varshney
2017 arXiv   pre-print
This discovery process is parameterized by the novelty and quality of the set of discovered elements at every time step, and randomness is demonstrated to improve performance.  ...  Simulation results provide further intuition on the discovery process.  ...  discovery process and the elements discovered during discovery.  ... 
arXiv:1708.03833v1 fatcat:kg376rqwfrbcpausx2mqvrhdv4

From dualism to complementarity: a systemic concept for the research process

Markus Schwaninger
2007 International Journal of Applied Systemic Studies  
The dualistic concepts addressed are explanation vs. understanding, exploration vs. hypothesis testing, and discovery vs. design.  ...  Through the use of directed graph notation, a dynamic view of the research activity emerges, which sheds new light on the process of innovation.  ...  Camilo Olaya and Prof. Brian Hilton for their valuable comments.  ... 
doi:10.1504/ijass.2007.013813 fatcat:vuyehn26d5huvbxt7bck5z4ofq

Exploratory medical knowledge discovery

John F. Roddick, Peter Fule, Warwick J. Graco
2003 SIGKDD Explorations  
Knowledge Discovery in Databases (KDD) and especially pattern mining can be interpreted along several dimensions, namely data, knowledge, problem-solving and interactivity.  ...  The data space and the pattern space can be explored in several ways, depending on specific evaluation functions and heuristics, possibly related to domain knowledge.  ...  The exploration of the data space and of pattern space are main operations. Moreover, the diversity and quality of data have an influence on the whole KDD process.  ... 
doi:10.1145/959242.959243 fatcat:e472ra5njrg7ppcgy65a7h5by4
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