This restoring force causes an oscillatory motion in the pendulum. An ordinary differential equation (also abbreviated as ODE), in Mathematics, is an equation which consists of one or more functions of one independent variable along with their derivatives. In the field of medical science to study the growth or spread of certain diseases in the human body. Procedure for CBSE Compartment Exams 2022, Maths Expert Series : Part 2 Symmetry in Mathematics, Find out to know how your mom can be instrumental in your score improvement, 5 Easiest Chapters in Physics for IIT JEE, (First In India): , , , , NCERT Solutions for Class 7 Maths Chapter 9, Remote Teaching Strategies on Optimizing Learners Experience. Mixing problems are an application of separable differential equations. Partial differential equations are used to mathematically formulate, and thus aid the solution of, physical and other problems involving functions of several variables, such as the propagation of heat or sound, fluid flow, waves, elasticity, electrodynamics, etc. Differential equations have a remarkable ability to predict the world around us. The constant k is called the rate constant or growth constant, and has units of inverse time (number per second). Anscombes Quartet the importance ofgraphs! Electrical systems also can be described using differential equations. CBSE Class 9 Result: The Central Board of Secondary Education (CBSE) Class 9 result is a crucial milestone for students as it marks the end of their primary education and the beginning of their secondary education. In this article, we are going to study the Application of Differential Equations, the different types of differential equations like Ordinary Differential Equations, Partial Differential Equations, Linear Differential Equations, Nonlinear differential equations, Homogeneous Differential Equations, and Nonhomogeneous Differential Equations, Newtons Law of Cooling, Exponential Growth of Bacteria & Radioactivity Decay. The Evolutionary Equation with a One-dimensional Phase Space6 . By whitelisting SlideShare on your ad-blocker, you are supporting our community of content creators. They are defined by resistance, capacitance, and inductance and is generally considered lumped-parameter properties. So, for falling objects the rate of change of velocity is constant. Written in a clear, logical and concise manner, this comprehensive resource allows students to quickly understand the key principles, techniques and applications of ordinary differential equations. Written in a clear, logical and concise manner, this comprehensive resource allows students to quickly understand the key principles, techniques and applications of ordinary differential equations. Enroll for Free. Q.1. endstream endobj startxref %%EOF For such a system, the independent variable is t (for time) instead of x, meaning that equations are written like dy dt = t 3 y 2 instead of y = x 3 y 2. Application of differential equation in real life Dec. 02, 2016 42 likes 41,116 views Download Now Download to read offline Engineering It includes the maximum use of DE in real life Tanjil Hasan Follow Call Operator at MaCaffe Teddy Marketing Advertisement Advertisement Recommended Application of-differential-equation-in-real-life Sign In, Create Your Free Account to Continue Reading, Copyright 2014-2021 Testbook Edu Solutions Pvt. GROUP MEMBERS AYESHA JAVED (30) SAFEENA AFAQ (26) RABIA AZIZ (40) SHAMAIN FATIMA (50) UMAIRA ZIA (35) 3. This useful book, which is based around the lecture notes of a well-received graduate course . applications in military, business and other fields. Slideshare uses The scope of the narrative evolved over time from an embryonic collection of supplementary notes, through many classroom tested revisions, to a treatment of the subject that is . A partial differential equation is an equation that imposes relations between the various partial derivatives of a multivariable function. In addition, the letter y is usually replaced by a letter that represents the variable under consideration, e.g. differential equation in civil engineering book that will present you worth, acquire the utterly best seller from us currently from several preferred authors. Second-order differential equation; Differential equations' Numerous Real-World Applications. Finding the ideal balance between a grasp of mathematics and its applications in ones particular subject is essential for successfully teaching a particular concept. Applications of SecondOrder Equations Skydiving. We solve using the method of undetermined coefficients. First, remember that we can rewrite the acceleration, a, in one of two ways. It relates the values of the function and its derivatives. Does it Pay to be Nice? We've encountered a problem, please try again. written as y0 = 2y x. systems that change in time according to some fixed rule. Differential equations have applications in various fields of Science like Physics (dynamics, thermodynamics, heat, fluid mechanics, and electromagnetism), Chemistry (rate of chemical reactions, physical chemistry, and radioactive decay), Biology (growth rates of bacteria, plants and other organisms) and Economics (economic growth rate, and population growth rate). When \(N_0\) is positive and k is constant, N(t) decreases as the time decreases. Having said that, almost all modern scientific investigations involve differential equations. I[LhoGh@ImXaIS6:NjQ_xk\3MFYyUvPe&MTqv1_O|7ZZ#]v:/LtY7''#cs15-%!i~-5e_tB (rr~EI}hn^1Mj C\e)B\n3zwY=}:[}a(}iL6W\O10})U Two dimensional heat flow equation which is steady state becomes the two dimensional Laplaces equation, \(\frac{{{\partial ^2}u}}{{\partial {x^2}}} + \frac{{{\partial ^2}u}}{{\partial {y^2}}} = 0\), 4. There are various other applications of differential equations in the field of engineering(determining the equation of a falling object. Thus \({dT\over{t}}\) > 0 and the constant k must be negative is the product of two negatives and it is positive. When a pendulum is displaced sideways from its equilibrium position, there is a restoring force due to gravity that causes it to accelerate back to its equilibrium position. Atoms are held together by chemical bonds to form compounds and molecules. This Course. This is called exponential growth. The task for the lecturer is to create a link between abstract mathematical ideas and real-world applications of the theory. The CBSE Class 8 exam is an annual school-level exam administered in accordance with the board's regulations in participating schools. Do mathematic equations Doing homework can help you learn and understand the material covered in class. P Du Some of the most common and practical uses are discussed below. The Maths behind blockchain, bitcoin, NFT (Part2), The mathematics behind blockchain, bitcoin andNFTs, Finding the average distance in apolygon, Finding the average distance in an equilateraltriangle. Example: The Equation of Normal Reproduction7 . endstream endobj 83 0 obj <>/Metadata 21 0 R/PageLayout/OneColumn/Pages 80 0 R/StructTreeRoot 41 0 R/Type/Catalog>> endobj 84 0 obj <>/ExtGState<>/Font<>/XObject<>>>/Rotate 0/StructParents 0/Type/Page>> endobj 85 0 obj <>stream Ordinary Differential Equations An ordinary differential equation (or ODE) is an equation involving derivatives of an unknown quantity with respect to a single variable. \({d^y\over{dx^2}}+10{dy\over{dx}}+9y=0\). Application of differential equations? Several problems in Engineering give rise to some well-known partial differential equations. 208 0 obj <> endobj They are used in a wide variety of disciplines, from biology. Ive also made 17 full investigation questions which are also excellent starting points for explorations. This course for junior and senior math majors uses mathematics, specifically the ordinary differential equations as used in mathematical modeling, to analyze, Force mass acceleration friction calculator, How do you find the inverse of an function, Second order partial differential equation, Solve quadratic equation using quadratic formula imaginary numbers, Write the following logarithmic equation in exponential form. A differential equation is an equation that relates one or more functions and their derivatives. In geometrical applications, we can find the slope of a tangent, equation of tangent and normal, length of tangent and normal, and length of sub-tangent and sub-normal. I have a paper due over this, thanks for the ideas! Theyre word problems that require us to create a separable differential equation based on the concentration of a substance in a tank. They are used in a wide variety of disciplines, from biology, economics, physics, chemistry and engineering. You can download the paper by clicking the button above. This is a linear differential equation that solves into \(P(t)=P_oe^{kt}\). What are the applications of differentiation in economics?Ans: The applicationof differential equations in economics is optimizing economic functions. Ordinary di erential equations and initial value problems7 6. The simplest ordinary di erential equation3 4. Q.1. 3) In chemistry for modelling chemical reactions Tap here to review the details. If you are an IB teacher this could save you 200+ hours of preparation time. 2) In engineering for describing the movement of electricity In the prediction of the movement of electricity. dt P Here k is a constant of proportionality, which can be interpreted as the rate at which the bacteria reproduce. Important topics including first and second order linear equations, initial value problems and qualitative theory are presented in separate chapters. This introductory courses on (Ordinary) Differential Equations are mainly for the people, who need differential equations mostly for the practical use in their own fields. Have you ever observed a pendulum that swings back and forth constantly without pausing? These show the direction a massless fluid element will travel in at any point in time. Instant PDF download; Readable on all devices; Own it forever; \(\frac{{{\partial ^2}T}}{{\partial {t^2}}} = {c^2}\frac{{{\partial ^2}y}}{{\partial {x^2}}}\), \(\frac{{\partial u}}{{\partial t}} = {c^2}\frac{{{\partial ^2}T}}{{\partial {x^2}}}\), 3. Accurate Symbolic Steady State Modeling of Buck Converter. Differential equations are absolutely fundamental to modern science and engineering. hbbd``b`:$+ H RqSA\g q,#CQ@ Thus, the study of differential equations is an integral part of applied math . where k is a constant of proportionality. Numberdyslexia.com is an effort to educate masses on Dyscalculia, Dyslexia and Math Anxiety. But then the predators will have less to eat and start to die out, which allows more prey to survive. Maxwell's equations determine the interaction of electric elds ~E and magnetic elds ~B over time. By solving this differential equation, we can determine the number of atoms of the isotope remaining at any time t, given the initial number of atoms and the decay constant. \h@7v"0Bgq1z)/yfW,aX)iB0Q(M\leb5nm@I 5;;7Q"m/@o%!=QA65cCtnsaKCyX>4+1J`LEu,49,@'T 9/60Wm If the body is heating, then the temperature of the body is increasing and gain heat energy from the surrounding and \(T < T_A\). Partial Differential Equations are used to mathematically formulate, and thus aid the solution of, physical and other problems involving functions of several variables, such as the propagation of heat or sound, fluid flow, elasticity, electrostatics, electrodynamics, thermodynamics, etc. We can conclude that the larger the mass, the longer the period, and the stronger the spring (that is, the larger the stiffness constant), the shorter the period. Among the civic problems explored are specific instances of population growth and over-population, over-use of natural . Since many real-world applications employ differential equations as mathematical models, a course on ordinary differential equations works rather well to put this constructing the bridge idea into practice. In the calculation of optimum investment strategies to assist the economists. In PM Spaces. %\f2E[ ^' ) In the natural sciences, differential equations are used to model the evolution of physical systems over time. i6{t cHDV"j#WC|HCMMr B{E""Y`+-RUk9G,@)>bRL)eZNXti6=XIf/a-PsXAU(ct] Moreover, these equations are encountered in combined condition, convection and radiation problems. VUEK%m 2[hR. Similarly, the applications of second-order DE are simple harmonic motion and systems of electrical circuits. 4) In economics to find optimum investment strategies There are many forms that can be used to provide multiple forms of content, including sentence fragments, lists, and questions. They are represented using second order differential equations. Learn more about Logarithmic Functions here. Adding ingredients to a recipe.e.g. Differential equations have aided the development of several fields of study. In this presentation, we tried to introduce differential equations and recognize its types and become more familiar with some of its applications in the real life. In the biomedical field, bacteria culture growth takes place exponentially. By solving this differential equation, we can determine the velocity of an object as a function of time, given its acceleration. The relationship between the halflife (denoted T 1/2) and the rate constant k can easily be found. H|TN#I}cD~Av{fG0 %aGU@yju|k.n>}m;aR5^zab%"8rt"BP Z0zUb9m%|AQ@ $47\(F5Isr4QNb1mW;K%H@ 8Qr/iVh*CjMa`"w The term "ordinary" is used in contrast with the term . Differential Equations have already been proved a significant part of Applied and Pure Mathematics. Finding the series expansion of d u _ / du dk 'w\ Application of Partial Derivative in Engineering: In image processing edge detection algorithm is used which uses partial derivatives to improve edge detection. Game Theory andEvolution. Newtons law of cooling can be formulated as, \(\frac{{dT}}{{dt}} = k\left( {T {T_m}} \right)\), \( \Rightarrow \frac{{dT}}{{dt}} + kT = k{T_m}\). Solution of the equation will provide population at any future time t. This simple model which does not take many factors into account (immigration and emigration, for example) that can influence human populations to either grow or decline, nevertheless turned out to be fairly accurate in predicting the population. The equation that involves independent variables, dependent variables and their derivatives is called a differential equation. MODELING OF SECOND ORDER DIFFERENTIAL EQUATION And Applications of Second Order Differential Equations:- 2. In medicine for modelling cancer growth or the spread of disease The negative sign in this equation indicates that the number of atoms decreases with time as the isotope decays. Also, in medical terms, they are used to check the growth of diseases in graphical representation. Differential equations have a variety of uses in daily life. Textbook. 7 Manipulatives For Learning Area And Perimeter Concepts, Skimming And Scanning: Examples & Effective Strategies, 10 Online Math Vocabulary Games For Middle School Students, 10 Fun Inference Activities For Middle School Students, 10 Effective Reading Comprehension Activities For Adults, NumberDyslexia is a participant in the Amazon Services LLC Associates Program, an affiliate advertising program designed to provide a means for sites to earn advertising fees by advertising and linking to Amazon.com. How understanding mathematics helps us understand human behaviour, 1) Exploration Guidesand Paper 3 Resources. They realize that reasoning abilities are just as crucial as analytical abilities. The differential equation is the concept of Mathematics. hn6_!gA QFSj= document.getElementById( "ak_js_1" ).setAttribute( "value", ( new Date() ).getTime() ); Blog at WordPress.com.Ben Eastaugh and Chris Sternal-Johnson. the temperature of its surroundi g 32 Applications on Newton' Law of Cooling: Investigations. As with the Navier-Stokes equations, we think of the gradient, divergence, and curl as taking partial derivatives in space (and not time t). The above graph shows almost-periodic behaviour in the moose population with a largely stable wolf population. The solution of this separable firstorder equation is where x o denotes the amount of substance present at time t = 0. Answer (1 of 45): It is impossible to discuss differential equations, before reminding, in a few words, what are functions and what are their derivatives. Bernoullis principle states that an increase in the speed of a fluid occurs simultaneously with a decrease in static pressure or a decrease in the fluids potential energy. Thefirst-order differential equationis given by. Ordinary differential equations (ODEs), especially systems of ODEs, have been applied in many fields such as physics, electronic engineering and population dy#. We thus take into account the most straightforward differential equations model available to control a particular species population dynamics. From an educational perspective, these mathematical models are also realistic applications of ordinary differential equations (ODEs) hence the proposal that these models should be added to ODE textbooks as flexible and vivid examples to illustrate and study differential equations. Methods and Applications of Power Series By Jay A. Leavitt Power series in the past played a minor role in the numerical solutions of ordi-nary and partial differential equations. It is often difficult to operate with power series. The results are usually CBSE Class 7 Result: The Central Board of Secondary Education (CBSE) is responsible for regulating the exams for Classes 6 to 9. Mathematics, IB Mathematics Examiner). They can describe exponential growth and decay, the population growth of species or the change in investment return over time. See Figure 1 for sample graphs of y = e kt in these two cases. The SlideShare family just got bigger. A good example of an electrical actuator is a fuel injector, which is found in internal combustion engines. The most common use of differential equations in science is to model dynamical systems, i.e. M for mass, P for population, T for temperature, and so forth. @ This is called exponential decay. Such a multivariable function can consist of several dependent and independent variables. This differential equation is separable, and we can rewrite it as (3y2 5)dy = (4 2x)dx. Its solutions have the form y = y 0 e kt where y 0 = y(0) is the initial value of y. 2Y9} ~EN]+E- }=>S8Smdr\_U[K-z=+m`{ioZ G*,DmRH0ooO@ ["=e9QgBX@bnI'H\*uq-H3u As you can see this particular relationship generates a population boom and crash the predator rapidly eats the prey population, growing rapidly before it runs out of prey to eat and then it has no other food, thus dying off again. You could use this equation to model various initial conditions. 8G'mu +M_vw@>,c8@+RqFh #:AAp+SvA8`r79C;S8sm.JVX&$.m6"1y]q_{kAvp&vYbw3>uHl etHjW(n?fotQT Bx1<0X29iMjIn7 7]s_OoU$l Example: \({\delta^2{u}\over\delta{x^2}}+{\delta2{u}\over\delta{y^2}}=0\), \({\delta^2{u}\over\delta{x^2}}-4{\delta{u}\over\delta{y}}+3(x^2-y^2)=0\). Ordinary differential equations are put to use in the real world for a variety of applications, including the calculation of the flow of electricity, the movement of an object like a pendulum, and the illustration of principles related to thermodynamics. hO#7?t]E*JmBd=&*Fz?~Xp8\2CPhf V@i (@WW``pEp$B0\*)00:;Ouu What is a differential equation and its application?Ans:An equation that has independent variables, dependent variables and their differentials is called a differential equation. Ordinary differential equations applications in real life include its use to calculate the movement or flow of electricity, to study the to and fro motion of a pendulum, to check the growth of diseases in graphical representation, mathematical models involving population growth, and in radioactive decay studies. A differential equation is a mathematical statement containing one or more derivatives. Instant access to millions of ebooks, audiobooks, magazines, podcasts and more. One of the earliest attempts to model human population growth by means of mathematics was by the English economist Thomas Malthus in 1798. where the initial population, i.e. Looks like youve clipped this slide to already. In all sorts of applications: automotive, aeronautics, robotics, etc., we'll find electrical actuators. PRESENTED BY PRESENTED TO However, most differential equations cannot be solved explicitly. What is Dyscalculia aka Number Dyslexia? " BDi$#Ab`S+X Hqg h 6 A non-linear differential equation is defined by the non-linear polynomial equation, which consists of derivatives of several variables. hb```"^~1Zo`Ak.f-Wvmh` B@h/ In mathematical terms, if P(t) denotes the total population at time t, then this assumption can be expressed as. ``0pL(`/Htrn#&Fd@ ,Q2}p^vJxThb`H +c`l N;0 w4SU &( Click here to review the details. Due in part to growing interest in dynamical systems and a general desire to enhance mathematics learning and instruction, the teaching and learning of differential equations are moving in new directions. 221 0 obj <>/Filter/FlateDecode/ID[<233DB79AAC27714DB2E3956B60515D74><849E420107451C4DB5CE60C754AF569E>]/Index[208 24]/Info 207 0 R/Length 74/Prev 106261/Root 209 0 R/Size 232/Type/XRef/W[1 2 1]>>stream (i)\)At \(t = 0,\,N = {N_0}\)Hence, it follows from \((i)\)that \(N = c{e^{k0}}\)\( \Rightarrow {N_0} = c{e^{k0}}\)\(\therefore \,{N_0} = c\)Thus, \(N = {N_0}{e^{kt}}\,(ii)\)At \(t = 2,\,N = 2{N_0}\)[After two years the population has doubled]Substituting these values into \((ii)\),We have \(2{N_0} = {N_0}{e^{kt}}\)from which \(k = \frac{1}{2}\ln 2\)Substituting these values into \((i)\)gives\(N = {N_0}{e^{\frac{t}{2}(\ln 2)}}\,. Newtons law of cooling and heating, states that the rate of change of the temperature in the body, \(\frac{{dT}}{{dt}}\),is proportional to the temperature difference between the body and its medium. Some are natural (Yesterday it wasn't raining, today it is. Differential Equations are of the following types. e - `S#eXm030u2e0egd8pZw-(@{81"LiFp'30 e40 H! A brine solution is pumped into the tank at a rate of 3 gallons per minute and a well-stirred solution is then pumped out at the same rate. First-order differential equations have a wide range of applications. Hence the constant k must be negative. A lemonade mixture problem may ask how tartness changes when To create a model, it is crucial to define variables with the correct units, state what is known, make reliable assumptions, and identify the problem at hand. Rj: (1.1) Then an nth order ordinary differential equation is an equation . Since velocity is the time derivative of the position, and acceleration is the time derivative of the velocity, acceleration is the second time derivative of the position. Find the equation of the curve for which the Cartesian subtangent varies as the reciprocal of the square of the abscissa.Ans:Let \(P(x,\,y)\)be any point on the curve, according to the questionSubtangent \( \propto \frac{1}{{{x^2}}}\)or \(y\frac{{dx}}{{dy}} = \frac{k}{{{x^2}}}\)Where \(k\) is constant of proportionality or \(\frac{{kdy}}{y} = {x^2}dx\)Integrating, we get \(k\ln y = \frac{{{x^3}}}{3} + \ln c\)Or \(\ln \frac{{{y^k}}}{c} = \frac{{{x^3}}}{3}\)\({y^k} = {c^{\frac{{{x^3}}}{3}}}\)which is the required equation. in which differential equations dominate the study of many aspects of science and engineering. Get some practice of the same on our free Testbook App. ) But differential equations assist us similarly when trying to detect bacterial growth. P,| a0Bx3|)r2DF(^x [.Aa-,J$B:PIpFZ.b38 Orthogonal Circles : Learn about Definition, Condition of Orthogonality with Diagrams. Hence, the period of the motion is given by 2n. Academia.edu no longer supports Internet Explorer. According to course-ending polls, students undergo a metamorphosis once they perceive that the lectures and evaluations are focused on issues they could face in the real world. Ordinary Differential Equations in Real World Situations Differential equations have a remarkable ability to predict the world around us. Where v is the velocity of the object and u is the position function of the object at any time t. We should also remember at this point that the force, F may also be a function of time, velocity, and/or position. 0 hZqZ$[ |Yl+N"5w2*QRZ#MJ 5Yd`3V D;) r#a@ In general, differential equations are a powerful tool for describing and analyzing the behavior of physical systems that change over time, and they are widely used in a variety of fields, including physics, engineering, and economics. P3 investigation questions and fully typed mark scheme. (i)\)Since \(T = 100\)at \(t = 0\)\(\therefore \,100 = c{e^{ k0}}\)or \(100 = c\)Substituting these values into \((i)\)we obtain\(T = 100{e^{ kt}}\,..(ii)\)At \(t = 20\), we are given that \(T = 50\); hence, from \((ii)\),\(50 = 100{e^{ kt}}\)from which \(k = \frac{1}{{20}}\ln \frac{{50}}{{100}}\)Substituting this value into \((ii)\), we obtain the temperature of the bar at any time \(t\)as \(T = 100{e^{\left( {\frac{1}{{20}}\ln \frac{1}{2}} \right)t}}\,(iii)\)When \(T = 25\)\(25 = 100{e^{\left( {\frac{1}{{20}}\ln \frac{1}{2}} \right)t}}\)\( \Rightarrow t = 39.6\) minutesHence, the bar will take \(39.6\) minutes to reach a temperature of \({25^{\rm{o}}}F\). First we read off the parameters: . Clipping is a handy way to collect important slides you want to go back to later. A linear differential equation is defined by the linear polynomial equation, which consists of derivatives of several variables. The equations having functions of the same degree are called Homogeneous Differential Equations. So, with all these things in mind Newtons Second Law can now be written as a differential equation in terms of either the velocity, v, or the position, u, of the object as follows. By using our site, you agree to our collection of information through the use of cookies. For a few, exams are a terrifying ordeal. Supplementary. Begin by multiplying by y^{-n} and (1-n) to obtain, \((1-n)y^{-n}y+(1-n)P(x)y^{1-n}=(1-n)Q(x)\), \({d\over{dx}}[y^{1-n}]+(1-n)P(x)y^{1-n}=(1-n)Q(x)\). Consider the dierential equation, a 0(x)y(n) +a This graph above shows what happens when you reach an equilibrium point in this simulation the predators are much less aggressive and it leads to both populations have stable populations. Application Of First Order Differential Equation, Application Of Second Order Differential Equation, Common Applications of Differential Equations in Physics, Exponential Reduction or Radioactivity Decay, Applications of Differential Equations in Real Life, Application of Differential Equations FAQs, Sum of squares of first n-natural numbers. 40 Thought-provoking Albert Einstein Quotes On Knowledge And Intelligence, Free and Appropriate Public Education (FAPE) Checklist [PDF Included], Everything You Need To Know About Problem-Based Learning. }4P 5-pj~3s1xdLR2yVKu _,=Or7 _"$ u3of0B|73yH_ix//\2OPC p[h=EkomeiNe8)7{g~q/y0Rmgb 3y;DEXu b_EYUUOGjJn` b8? di erential equations can often be proved to characterize the conditional expected values. If, after \(20\)minutes, the temperature is \({50^{\rm{o}}}F\), find the time to reach a temperature of \({25^{\rm{o}}}F\).Ans: Newtons law of cooling is \(\frac{{dT}}{{dt}} = k\left( {T {T_m}} \right)\)\( \Rightarrow \frac{{dT}}{{dt}} + kT = k{T_m}\)\( \Rightarrow \frac{{dT}}{{dt}} + kT = 0\,\,\left( {\therefore \,{T_m} = 0} \right)\)Which has the solution \(T = c{e^{ kt}}\,. \(p\left( x \right)\)and \(q\left( x \right)\)are either constant or function of \(x\). So, here it goes: All around us, changes happen. Differential equations are mathematical equations that describe how a variable changes over time. 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If you read the wiki page on Gompertz functions [http://en.wikipedia.org/wiki/Gompertz_function] this might be a good starting point. Nonlinear differential equations have been extensively used to mathematically model many of the interesting and important phenomena that are observed in space. Wikipedia references: Streamlines, streaklines, and pathlines; Stream function <quote> Streamlines are a family of curves that are instantaneously tangent to the velocity vector of the flow. Bernoullis principle can be applied to various types of fluid flow, resulting in various forms of Bernoullis equation. Finally, the general solution of the Bernoulli equation is, \(y^{1-n}e^{\int(1-n)p(x)ax}=\int(1-n)Q(x)e^{\int(1-n)p(x)ax}dx+C\).