We apply an online optimization process based on machine learning to the production of Bose-Einstein condensates. BEC is typically created with an exponential evaporation ramp that is optimal for ergodic dynamics with two-body s-wave interactions and no other loss rates, but likely sub-optimal for real experiments. Through repeated machine-controlled scientific experimentation and observations our ’learner’ discovers an optimal evaporation ramp for BEC production. In contrast to previous work, our learner uses a Gaussian process to develop a statistical model of the (...) relationship between the parameters it controls and the quality of the BEC produced. We demonstrate that the Gaussian process machine learner is able to discover a ramp that produces high quality BECs in 10 times fewer iterations than a previously used online optimization technique. Furthermore, we show the internal model developed can be used to determine which parameters are essential in BEC creation and which are unimportant, providing insight into the optimization process of the system. (shrink)

The renaissance of pragmatism in recent decades has stimulated renewed study of the classical pragmatists. Until this volume, F. C. S. Schiller was the only major pragmatist from the classical era whose significant writings remained uncollected for renewed scholarly study. The forty-two pieces in this collection represent Schiller's finest writings. They range across a broad spectrum of specific topics: logic and scientific method, meaning and truth, pluralism and monism, personalism and idealism, metaphysics and values, evolution and religion, and ethics and (...) politics. An introduction to Schiller's life and career, introductory essays to the volume's seven parts, and a bibliography of Schiller's books and essays are also included. (shrink)

BackgroundIn the Canadian Alliance for Healthy Hearts and Minds (CAHHM) cohort, participants underwent magnetic resonance imaging (MRI) of the brain, heart, and abdomen, that generated incidental findings (IFs). The approach to managing these unexpected results remain a complex issue. Our objectives were to describe the CAHHM policy for the management of IFs, to understand the impact of disclosing IFs to healthy research participants, and to reflect on the ethical obligations of researchers in future MRI studies.MethodsBetween 2013 and 2019, 8252 participants (...) (mean age 58 ± 9 years, 54% women) were recruited with a follow-up questionnaire administered to 909 participants (40% response rate) at 1-year. The CAHHM policy followed a restricted approach, whereby routine feedback on IFs was not provided. Only IFs of severe structural abnormalities were reported.ResultsSevere structural abnormalities occurred in 8.3% (95% confidence interval 7.7–8.9%) of participants, with the highest proportions found in the brain (4.2%) and abdomen (3.1%). The majority of participants (97%) informed of an IF reported no change in quality of life, with 3% of participants reporting that the knowledge of an IF negatively impacted their quality of life. Furthermore, 50% reported increased stress in learning about an IF, and in 95%, the discovery of an IF did not adversely impact his/her life insurance policy. Most participants (90%) would enrol in the study again and perceived the MRI scan to be beneficial, regardless of whether they were informed of IFs. While the implications of a restricted approach to IF management was perceived to be mostly positive, a degree of diagnostic misconception was present amongst participants, indicating the importance of a more thorough consent process to support participant autonomy.ConclusionThe management of IFs from research MRI scans remain a challenging issue, as participants may experience stress and a reduced quality of life when IFs are disclosed. The restricted approach to IF management in CAHHM demonstrated a fair fulfillment of the overarching ethical principles of respect for autonomy, concern for wellbeing, and justice. The approach outlined in the CAHHM policy may serve as a framework for future research studies.Clinical trial registrationhttps://clinicaltrials.gov/ct2/show/nct02220582. (shrink)

We report the identification of a recurrent, 520-kb 16p12.1 microdeletion associated with childhood developmental delay. The microdeletion was detected in 20 of 11,873 cases compared with 2 of 8,540 controls and replicated in a second series of 22 of 9,254 cases compared with 6 of 6,299 controls. Most deletions were inherited, with carrier parents likely to manifest neuropsychiatric phenotypes compared to non-carrier parents. Probands were more likely to carry an additional large copy-number variant when compared to matched controls. The clinical (...) features of individuals with two mutations were distinct from and/or more severe than those of individuals carrying only the co-occurring mutation. Our data support a two-hit model in which the 16p12.1 microdeletion both predisposes to neuropsychiatric phenotypes as a single event and exacerbates neurodevelopmental phenotypes in association with other large deletions or duplications. Analysis of other microdeletions with variable expressivity indicates that this two-hit model might be more generally applicable to neuropsychiatric disease. © 2010 Nature America, Inc. All rights reserved. (shrink)

R.C. Pradhan claims in Language, Reality, and Transcendence that, in Ludwig Wittgenstein’s Tractatus Logico-Philosophicus and Philosophical Investigations, “[i]n no case is Wittgenstein interested in the empirical facts regarding language, as for him philosophy does not undertake any scientific study of language” (Pradhan 2009, xiv). I consider Ludwig Wittgenstein’s purportedly anti-scientific and anti-empirical approach to language in light of advances by philosophers and linguists in the latter half of the 20th century. I distinguish between various ways of understanding Wittgenstein’s stance against (...) scientism. Due to the success of more recent work on language, I argue that Wittgenstein’s critique, as interpreted by Pradhan in Language, Reality, and Transcendence, does not undermine the formal study of language. Nevertheless, I argue, the contention of Wittgenstein and Pradhan that language, through grammar (in Wittgenstein’s sense), serves a variety of functions still sheds light on the differences in meaning across different discourses. I argue that a synthesis of Wittgenstein’s pluralist theory of meaning with elements of a theoretical study of language offers the best comprehensive account of natural language. I will argue that this conception of language is consistent with elements of Pradhan’s interpretation. As Pradhan notes, “The aim here is not to project one kind of grammatical determination but keep options open for many such grammatical determinations such that the grammatical nuances are not papered over in the name of the unity of grammar” (Pradhan 2009, 28). (shrink)

THE MOST SACRED FREEDOM includes eight essays that were first presented at the 2014 A.V. Elliott Conference on Great Books and Ideas, the seventh annual conference sponsored by Mercer Universitys Thomas C. and Ramona E. McDonald Center for Americas Founding Principles. Together, these essays explore the great principle of religious liberty by charting its development in the Western tradition and reconsidering its place at Americas founding. The book begins with a comparison between the flood accounts in Genesis and the (...) Mesopotamian Atra-Has's and advances all the way to the 2014 Supreme Court case Burwell v. Hobby Lobby. The intervening chapters examine the contributions of figures such as Emperor Julian, Roger Williams, Cecilius Calvert, John Locke, Jean-Jacques Rousseau, and the American Founders. Contributors to the volume are Steven Grosby, Jeremiah H. Russell, Maura Jane Farrelly, Daniel Cullen, John Witte, Jr., Scott Yenor, David Ramsey, and Michael Novak. (shrink)

Papers presented at a seminar held in 2011 organized by the Department of Philosophy, University of Hyderabad.

pt. 1. De dicto: Necessary and contingent truths, by G. W. Leibniz. New essays concerning human understanding, by G. W. Leibniz. Introduction to the critique of pure reason, by Immanuel Kant. On the nature of mathematical truth, C. G. Hempel. Two dogmas of empiricism, by W. V. O. Quine. In defense of a dogma, by H. P. Grace and P. F. Strawson. The a priori and the analytic, by A. Quinton. The truths of reason, by R. Chisholm.--pt. 2. De re: (...) Reference and modality, by W. V. O. Quine. De re et de dicto, by A. Plantinga. World and essence, by A. Plantinga.--Bibliography (p. 200-202). (shrink)

Govind Chandra Pande, b. 1923, Indian philosopher and historian; contributed articles.

The integration of psychedelic substances into modern Western therapeutic practice has sparked a critical examination of many topics including: efficacy of psychedelics to treat mental health diagnoses without psychotherapeutic intervention, what models of therapy to use, and ethical implications related to altered states of consciousness. Of utmost concern are issues of power dynamics leading to incidents of sexual abuse. These issues underscore the importance of understanding therapeutic dynamics within the context of psychedelic-assisted therapy. This paper aims to explore these intersections, (...) addressing sexual abuse issues in Western psychedelic-assisted therapy while elucidating pathways towards ethical practice and regulatory frameworks. (shrink)