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This book presents a new way of thinking about quantum mechanics and machine learning by merging the two. Quantum mechanics…
and machine learning may seem theoretically disparate, but their link becomes clear through the density matrix operator which can be readily approximated by neural network models, permitting a formulation of quantum physics in which physical observables can be computed via neural networks. As well as demonstrating the natural affinity of quantum physics and machine learning, this viewpoint opens rich possibilities in terms of computation, efficient hardware, and scalability. One can also obtain trainable models to optimize applications and fine-tune theories, such as approximation of the ground state in many body systems, and boosting quantum circuits’ performance. The book begins with the introduction of programming tools and basic concepts of machine learning, with necessary background material from quantum mechanics and quantum information also provided. This enables the basic building blocks, neural network models for vacuum states, to be introduced. The highlights that follow include: non-classical state representations, with squeezers and beam splitters used to implement the primary layers for quantum computing; boson sampling with neural network models; an overview of available quantum computing platforms, their models, and their programming; and neural network models as a variational ansatz for many-body Hamiltonian ground states with applications to Ising machines and solitons. The book emphasizes coding, with many open source examples in Python and TensorFlow, while MATLAB and Mathematica routines clarify and validate proofs. This book is essential reading for graduate students and researchers who want to develop both the requisite physics and coding knowledge to understand the rich interplay of quantum mechanics and machine learning.Fundamentals of NMR and MRI: From Quantum Principles to Medical Applications
Par Fatemeh Khashami. 2024
This book bridges the gap between physical foundations and medical applications of the NMR and MRI technologies, making them accessible…
to both physicists and biomedical scientists. The physical basis of these technologies is discussed in a manner that can be easily understood by scientists from different backgrounds, aiding them in gaining a clearer understanding of the subject.. For instance, the medical applications of NMR and MRI technologies are described in a way that is accessible to physicists. Moreover, geometrical descriptions and specific mathematical tools are used to facilitate the visualizations of many concepts. Furthermore, the book covers modern technologies such as hyperpolarization and several other state-of-the-art techniques, along with their foundations.Advanced Methods of Joint Inversion and Fusion of Multiphysics Data (Advances in Geological Science)
Par Michael S. Zhdanov. 2023
Different physical or geophysical methods provide information about distinctive physical properties of the objects, e.g., rock formations and mineralization. In…
many cases, this information is mutually complementary, which makes it natural for consideration in a joint inversion of the multiphysics data. Inversion of the observed data for a particular experiment is subject to considerable uncertainty and ambiguity. One productive approach to reducing uncertainty is to invert several types of data jointly. Nonuniqueness can also be reduced by incorporating additional information derived from available a priori knowledge about the target to reduce the search space for the solution. This additional information can be incorporated in the form of a joint inversion of multiphysics data.Generally established joint inversion methods, however, are inadequate for incorporating typical physical or geological complexity. For example, analytic, empirical, or statistical correlations between different physical properties may exist for only part of the model, and their specific form may be unknown. Features or structures that are present in the data of one physical method may not be present in the data generated by another physical method or may not be equally resolvable.This book presents and illustrates several advanced, new approaches to joint inversion and data fusion, which do not require a priori knowledge of specific empirical or statistical relationships between the different model parameters or their attributes. These approaches include the following novel methods, among others: 1) the Gramian method, which enforces the correlation between different parameters; 2) joint total variation functional or joint focusing stabilizers, e.g., minimum support and minimum gradient support constraints; 3) data fusion employing a joint minimum entropy stabilizer, which yields the simplest multiphysics solution that fits the multi-modal data. In addition, the book describes the principles of using artificial intelligence (AI) in solving multiphysics inverse problems. The book also presents in detail both the mathematical principles of these advanced approaches to joint inversion of multiphysics data and successful case histories of regional-scale and deposit-scale geophysical studies to illustrate their indicated advantages.Before You Met Me
Par Agatha Sicil. 2023
Most people have skeletons in their closet and go through the motions of life meeting new people who are unaware…
of their past experiences. As a result, a person has more than one life to tell. The purpose of this book is to open the reader' s eyes that the person whom they refer to as their friend, colleague, in-law, or neighbor, is not who they really say they are but their previous interactions begin to make sense.The Odyssey: A Dramatic Retelling of Homer's Epic
Par Simon Armitage. 2006
In this new verse adaptation, originally commissioned for BBC radio, Simon Armitage has recast Homer's epic as a series of…
bristling dramatic dialogues: between gods and men; between no-nonsense Captain Odysseus and his unruly, lotus-eating, homesick companions; and between subtle Odysseus (wiliest hero of antiquity) and a range of shape-shifting adversaries―Calypso, Circe, the Sirens, the Cyclops―as he and his men are "pinballed between islands" of adversity. One of the most individual voices of his generation, Armitage revitalizes our sense of the Odyssey as oral poetry, as indeed one of the greatest of tall tales.Dancing in Odessa
Par Ilyá Kamínsky. 2004
Winner of the 2002 Dorset Prize, and recipient of the Ruth Lilly Fellowship, Ilya Kaminsky is a recent Russian immigrant…
and rising poetic star. Despite the fact that he is a non-native speaker, Kaminksy's sense of rhythm and lyic surpasses that of most contemporary poets in the English language. This magical, musical book of poems draws readers into its unforgettable heart, and Carolyn Forché writes simply "I'm in awe of his gifts."In small-town Mississippi, before the aughts, a child “assigned ‘woman’” and a boy “forced to call / himself a girl”…
love one another—from afar, behind closed doors, in motels. The child survives an injurious mother and the beast-shaped men she brings home; the boy becomes a soldier. Years later, the boy—the eponymous beloved, Missy—dies by suicide, kicking up a riptide of memory. This is where K. Iver writes, at the confluence of love poem and elegy. “I say to the water if you were here, / you’d be here.” With cinematic precision, they conjure dorm-room landlines, the lingering sweetness of shared candy, a ballet strap and “soft / fingers tracing it, afraid to touch / the skin.” They punctuate depictions of familial abuse and the cruel politics of the Deep South with fairy tales: a girl who endures abuse refusing to grow into a mother who inflicts it herself, queer youth kissing fearlessly, bodies transcending the violence of a reductive gender binary. In these fantasies, “there’s no / reason to leave town no hidden / torches waiting for us to fall asleep.” Short Film Starring My Beloved’s Red Bronco sees us through a particular kind of grief—one so relentless, it’s precious. It presses us, also, to continue advocating for a world in which queer love fantasies become reality and queer love poems “swaddle the impossible / contours of joy.”La vasija que Juan fabricó
Par Nancy Andrews-Goebel. 2002
In Spanish. This vibrant storyis sure to enlighten all who are fascinated by traditional art forms, Mexican culture, and the…
power of the human spirit to find inspiration from the past.Juan Quezada is the premier potter in Mexico. With local materials and the primitive methods of the Casas Grandes people - including using human hair to make brushes and cow manure to feed the flames that fire his pots - Juan creates stunning pots in the traditional style. Each is a work of art unlike any other. The text is written in the form of "The House That Jack Built" and accompanied by a comprehensive afterword with photos and information about Juan's technique as well as a history of Mata Ortiz, the northern Mexican village where Juan began and continues to work. This celebratory story tells how Juan's pioneering work has transformed Mata Ortiz from an impoverished village into a prosperous community of world-renowned artists. Translated from The Pot That Juan Built, La vasija que Juan fabricó is sure to enlighten all who are fascinated by traditional art forms, Mexican culture, and the power of the human spirit to find inspiration from the past.The Milky Way: An Autobiography of Our Galaxy
Par Moiya McTier. 2022
In this approachable and fascinating biography of the galaxy, an astrophysicist and folklorist details everything humans have discovered—from the Milky…
Way's formation to its eventual death, and what else there is to learn about the universe we call home. After a few billion years of bearing witness to life on Earth, of watching one hundred billion humans go about their day-to-day lives, of feeling unbelievably lonely, and of hearing its own story told by others, The Milky Way would like a chance to speak for itself. All one hundred billion stars and fifty undecillion tons of gas of it. It all began some thirteen billion years ago, when clouds of gas scattered through the universe's primordial plasma just could not keep their metaphorical hands off each other. They succumbed to their gravitational attraction, and the galaxy we know as the Milky Way was born. Since then, the galaxy has watched as dark energy pushed away its first friends, as humans mythologized its name and purpose, and as galactic archaeologists have worked to determine its true age (rude). The Milky Way has absorbed supermassive (an actual technical term) black holes, made enemies of a few galactic neighbors, and mourned the deaths of countless stars. Our home galaxy has even fallen in love. After all this time, the Milky Way finally feels that it's amassed enough experience for the juicy tell-all we've all been waiting for. Its fascinating autobiography recounts the history and future of the universe in accessible but scientific detail, presenting a summary of human astronomical knowledge thus far that is unquestionably out of this world. NAMED A BEST BOOK OF 2022 BY PUBLISHERS WEEKLY AND SCIENCENET NAMED A BEST AUDIOBOOK OF 2022 BY BOOKPAGELeft on Tenth: A Second Chance at Life: A Memoir
Par Delia Ephron. 2021
The bestselling, beloved writer of romantic comedies like You've Got Mail tells her own late-in-life love story in her "resplendent…
memoir," complete with a tragic second act and joyous resolution (Adriana Trigiani, bestselling author of The Good Left Undone). Delia Ephron had struggled through several years of heartbreak. She&’d lost her sister, Nora, and then her husband, Jerry, both to cancer. Several months after Jerry&’s death, she decided to make one small change in her life—she shut down his landline, which crashed her internet. She ended up in Verizon hell. She channeled her grief the best way she knew: by writing a New York Times op-ed. The piece caught the attention of Peter, a Bay Area psychiatrist, who emailed her to commiserate. Recently widowed himself, he reminded her that they had shared a few dates fifty-four years before, set up by Nora. Delia did not remember him, but after several weeks of exchanging emails and sixties folk songs, he flew east to see her. They were crazy, utterly, in love. But this was not a rom-com: four months later she was diagnosed with AML, a fierce leukemia. In Left on Tenth, Delia Ephron enchants as she seesaws us between tears and laughter, navigating the suicidal lows of enduring cutting-edge treatment and the giddy highs of a second chance at love. With Peter and her close girlfriends by her side, with startling clarity, warmth, and honesty about facing death, Ephron invites us to join her team of warriors and become believers ourselves.A "Most Anticipated Book of 2022" by TIME, Bustle, Parade, Publishers Weekly, Boston.comA "Best Memoir of 2022" by Marie ClaireA "Best Memoir of April" by Vanity FairSpectral Evidence: Poems
Par Gregory Pardlo. 2024
A powerful meditation on Blackness, beauty, faith, and the force of law, from the beloved award-winning author of Digest and…
Air TrafficElegant, profound, and intoxicating—Spectral Evidence, Gregory Pardlo&’s first major collection of poetry after winning the Pulitzer Prize for Digest, moves fluidly among considerations of the pro-wrestler Owen Hart; Tituba, the only Black woman to be accused of witchcraft during the Salem witch trials; MOVE, the movement and militant separatist group famous for its violent stand-offs with the Philadelphia Police Department (&“flames rose like orchids . . . / blocks lay open like egg cartons&”); and more.At times cerebral and at other times warm, inviting and deeply personal, Spectral Evidence compels us to consider how we think about devotion, beauty and art; about the criminalization and death of Black bodies; about justice—and about how these have been inscribed into our present, our history, and the Western canon: &“If I could be / the forensic dreamer / . . . / . . . my art would be a mortician&’s / paints.&”Root Fractures: Poems
Par Diana Khoi Nguyen. 2024
*One of LitHub&’s Poetry Books to Read in 2024* *One of The Millions&’s Must Read Poetry Books of Winter 2024*…
National Book Award finalist Diana Khoi Nguyen&’s second poetry collection, a haunting of a family&’s past upon its present, and a frank reckoning with how loss and displacement transform mothers and daughters across generations.In Root Fractures, Diana Khoi Nguyen excavates the moments of rupture in a family: a mother who was forced underground after the Fall of Saigon, a father who engineered a new life in California as an immigrant, a brother who cut himself out of every family picture before cutting himself out of their lives entirely. And as new generations of the family come of age, opportunities to begin anew blend with visitations from the past. Through poems of disarming honesty and personal risk, Nguyen examines what takes root after a disaster and how we can make a story out of the broken pieces of our lives. As Terrance Hayes writes, &“&‘There is nothing that is not music&’ for this poet. Poetry is found in the gaps, silences, and ruptures of history.&” This astonishing second collection renders poetry into an act of kintsugi, embellishing what is broken in a family&’s legacy so that it can be seen in a new light.Poemhood: History, Folklore & the Black Experience: A Young Adult Poetry Anthology
Par Amber McBride, Erica Martin, Taylor Byas. 1987
"A rich, thoughtful anthology exploring centuries of Black poetry." —Kirkus Reviews (starred review)"This deep and complex assemblage of Black poetry…
culminates in a joyful, painful, and emotionally rich experience." —Publishers Weekly (starred review)"An eclectic mix of Black experiences fills this unmatched anthology that features both modern poets, such as Nikki Giovanni and Ibi Zoboi, and 'the brilliant Black poets who are now ancestors'... A fresh canon for poetry studies."—ALA Booklist (starred review)Starring thirty-seven poets, with contributions from acclaimed authors, including Kwame Alexander, Ibi Zoboi, and Nikki Giovanni, this breathtaking Black YA poetry anthology edited by National Book Award finalist Amber McBride, Taylor Byas, and Erica Martin celebrates Black poetry, folklore, and culture.Come, claim your wings.Lift your life above the earth,return to the land of your father’s birth.What exactly is it to be Black in America?Well, for some, it’s learning how to morph the hatred placed by others into love for oneself; for others, it’s unearthing the strength it takes to continue to hold one’s swagger when multitudinous factors work to make Black lives crumble. For some, it’s gathering around the kitchen table as Grandma tells the story of Anansi the spider, while for others it's grinning from ear to ear while eating auntie’s spectacular 7Up cake.Black experiences and traditions are complex, striking, and vast—they stretch longer than the Nile and are four times as deep—and carry more than just unimaginable pain—there is also joy.Featuring an all-star group of thirty-seven powerful poetic voices, including such luminaries as Kwame Alexander, James Baldwin, Ibi Zoboi, Audre Lorde, Nikki Giovanni, and Gwendolyn Brooks, this riveting anthology depicts the diversity of the Black experience by fostering a conversation about race, faith, heritage, and resilience between fresh poets and the literary ancestors that came before them.Edited by Taylor Byas, Erica Martin, and Coretta Scott King New Talent Award winner Amber McBride, Poemhood will simultaneously highlight the duality and nuance at the crux of so many Black experiences with poetry being the psalm constantly playing.A Junior Library Guild Gold Standard Selection pick!A Sweeter Song: Catharsis
Par Martina McGowan. 2024
The sweetest song is one that speaks to the heart of universal human experience.FROM THE AUTHOR OF NAUTILUS AWARD WINNER…
& BCALA 2022 HONOR POETRY AWARD WINNER I AM THE RAGEExperience the rich tapestry of life through the vibrant poetry of A Sweeter Song by Dr. Martina McGowan. This powerful collection offers a unique perspective on the lives of people of color, women, and other marginalized and oppressed people, highlighting the struggles and triumphs that shape our collective human experience.With each verse, Dr. McGowan brings to life the complex emotions and perspectives that make us who we are, inviting readers to see the world in a new light.From the joys of love and family to the pain of loss and injustice, A Sweeter Song is a celebration of the human spirit in all its diversity.For those who are moved by I am the Rage, Dr. McGowan's first award-winning poetry collection, and the seminal works of Amanda Gorman and Maya Angelou, Dr. McGowan's newest collection offers an extraordinary glimpse into the Black experience across a range of topics. The perfect poetry gift book for women and men, A Sweeter Song is a must-read for anyone seeking to connect with the universal issues that touch us all.Praise for I am the Rage:"I am The Rage is a timely look at generations of trauma and inaction."—Bustle"A raw and searing examination of America's reckoning with racism."—POPSUGAR"These poems reverberate with the powerful grief of a woman who speaks the vulnerability of living in a world where being black makes you a target."—Pamala A. Thiede, Amazon customer reviewTaking the Quantum Leap: The New Physics for Nonscientists
Par Fred A. Wolf. 1981
World renowned physicist Fred Alan Wolf explains the scientific concepts of quantum mechanics in accessible language for nonscientists.Winner of the…
National Book AwardTaking the Quantum Leap entertainingly traces the history of physics from the observations of the early Greeks through the discoveries of Galileo and Newton to the dazzling theories of such scientists as Planck, Einstein, Bohr, and Bohm. This humanized view of science opens up the mind-stretching visions of how quantum mechanics, God, human thought, and will are related, and provides profound implications for our understanding of the nature of reality and our relationship to the cosmos.“The prose, indeed, is exhilarating, and exhibits a passion to explain—humorously . . . Wolf provides commendable explanations of visions and revisions of atomic models; he is fin, in particular, on the Uncertainty Principle . . . Enjoy the book for its bravura.” —Kirkus ReviewsThe Poetry of Kabbalah: Mystical Verse From The Jewish Tradition
Par Peter Cole. 2012
The first ever English-language collection of poetry from the Kabbalistic tradition, masterfully translated by MacArthur-winning poet Peter Cole This groundbreaking…
collection presents for the first time in English a substantial body of poetry that emerges directly from the sublime and often startling world of Jewish mysticism. Taking up Gershom Scholem’s call to plumb the “tremendous poetic potential” concealed in the Kabbalistic tradition, Peter Cole provides dazzling renderings of work composed on three continents over some fifteen hundred years. In addition to the translations and the texts in their original languages, Cole supplies a lively and insightful introduction, along with accessible commentaries to the poems. Aminadav Dykman adds an elegant afterword that places the work in the context of world literature. As a whole, the collection brings readers into the fascinating force field of Kabbalistic verse, where the building blocks of both language and existence itself are unveiled. Excerpts from The Poetry of Kabbalah have been featured in the Paris Review, Poetry, and Conjunctions. “Studded with insight, and written with great verve, this book will become a classic.”―Lawrence Fine, author of Physician of the Soul, Healer of the CosmosThe Song of Our Scars: The Untold Story of Pain
Par Haider Warraich. 2022
A doctor&’s personal and unsparing account of how modern medicine&’s failure to understand pain has made care less effectiveIn The Song…
of Our Scars, physician Haider Warraich offers a bold reexamination of the nature of pain, not as a simple physical sensation, but as a cultural experience.Warraich, himself a sufferer of chronic pain, considers the ways our notions of pain have been shaped not just by science but by politics and power, by whose suffering mattered and whose didn&’t. He weaves a provocative history from the Renaissance, when pain transformed into a medical issue, through the racial legacy of pain tolerance, to the opiate epidemics of both the nineteenth and twenty-first centuries, to the cutting edge of present-day pain science. The conclusion is clear: only by reckoning with both pain&’s complicated history and its biology can today&’s doctors adequately treat their patients&’ suffering.Trenchant and deeply felt, The Song of Our Scars is an indictment of a broken system and a plea for a more holistic understanding of the human body.Like the ever-changing sky, our emotions are a vivid spectrum. From joy to sorrow, from youth to age, from dawn…
to dusk and the moments in between – our feelings paint a canvas as varied as the sky itself. We feel the warmth of love, the chill of indifference, the solitude of loneliness, and the comfort of companionship. From fiery reds to calming blues, vibrant orchids to muted lavenders, we embody every hue and shade. We are the brilliant sunrise, the melancholic sunset, and the mysterious twilight. All the Colors of the Sky is a collection that captures the essence of love and life, weaving tales that transcend the obvious, delving deep into the unseen emotions and untold stories. Experience the vastness, the beauty, the depth. Experience All the Colors of the Sky.This book focuses in detail on data science and data analysis and emphasizes the importance of data engineering and data…
management in the design of big data applications. The author uses patterns discovered in a collection of big data applications to provide design principles for hypothesis generation, integrating big data processing and management, machine learning and data mining techniques. The book proposes and explains innovative principles for interpreting hypotheses by integrating micro-explanations (those based on the explanation of analytical models and individual decisions within them) with macro-explanations (those based on applied processes and model generation). Practical case studies are used to demonstrate how hypothesis-generation and -interpretation technologies work. These are based on “social infrastructure” applications like in-bound tourism, disaster management, lunar and planetary exploration, and treatment of infectious diseases. The novel methods and technologies proposed in Hypothesis Generation and Interpretation are supported by the incorporation of historical perspectives on science and an emphasis on the origin and development of the ideas behind their design principles and patterns. Academic investigators and practitioners working on the further development and application of hypothesis generation and interpretation in big data computing, with backgrounds in data science and engineering, or the study of problem solving and scientific methods or who employ those ideas in fields like machine learning will find this book of considerable interest.The Spider Web
Par Lubna E. Atallah. 2024
A fertile space for the imagination Between abortive romances, disappointment vs. hope, and past vs. present, The Spider Web taps…
on your experiences and inspires you to live your way; either get stuck in the spider web or cut your way through it.